timesEvolve_valves
MALLAH Siham
2022-08-02
library(knitr)
library(rmarkdown)
library(markdown)
library(tidyverse)
library(car)
library(rcompanion)
library(tidyverse)
library(car)
library(Hmisc)Descriptif
Descriptif total
population décrite : tous les patients adressés pour un possible traitement par valves
Descriptif_total_V2 <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Descriptif_total_V2.csv", stringsAsFactors=TRUE)describe(Descriptif_total_V2,num.desc=c("mean","median","sd","valid.n"),xname=NA,horizontal=FALSE)## Descriptif_total_V2
##
## 121 Variables 191 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct
## 191 0 2
##
## Value Groupe_1 Groupe_2
## Frequency 42 149
## Proportion 0.22 0.78
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 191 0 186 1 62.31 9.435 48.39 50.93
## .25 .50 .75 .90 .95
## 56.39 62.95 68.56 71.76 76.56
##
## lowest : 44.71 46.38 46.64 46.77 47.17, highest: 78.00 79.09 79.12 81.12 82.24
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 191 0 2
##
## Value F H
## Frequency 82 109
## Proportion 0.429 0.571
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 191 0 5
##
## lowest : Hopital public Privé Suivi CHUT Ville
## highest: Hopital public Privé Suivi CHUT Ville
##
## Value Hopital public Privé Suivi CHUT
## Frequency 1 60 60 37
## Proportion 0.005 0.314 0.314 0.194
##
## Value Ville
## Frequency 33
## Proportion 0.173
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 1 33 157
## Proportion 0.005 0.173 0.822
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 1 46 144
## Proportion 0.005 0.241 0.754
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 191 0 2
##
## Value Non Oui
## Frequency 66 125
## Proportion 0.346 0.654
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct
## 191 0 2
##
## Value Non Oui
## Frequency 135 56
## Proportion 0.707 0.293
## --------------------------------------------------------------------------------
## Nbre.de.raison
## n missing distinct Info Mean Gmd
## 134 57 4 0.873 1.836 0.915
##
## Value 1 2 3 4
## Frequency 57 47 25 5
## Proportion 0.425 0.351 0.187 0.037
## --------------------------------------------------------------------------------
## Raison_non.pose_1
## n missing distinct
## 191 0 7
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_2
## n missing distinct
## 191 0 6
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_3
## n missing distinct
## 191 0 6
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_4
## n missing distinct
## 191 0 4
##
## --------------------------------------------------------------------------------
## Raison_clinique_1
## n missing distinct
## 191 0 9
##
## lowest : Raison clinique : Pas de rehab Raison clinique : Refus du patient Raison clinique : AEG Raison clinique : Atcd chir
## highest: Raison clinique : Atcd chir Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé) Raison clinique :Tabac actif 2 Raison clinique :Traitement non optimal
## --------------------------------------------------------------------------------
## Raison.clinique_2
## n missing distinct
## 191 0 6
##
## lowest : Raison clinique : Pas de rehab Raison clinique : Refus du patient Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé)
## highest: Raison clinique : Pas de rehab Raison clinique : Refus du patient Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé) Raison clinique :Tabac actif 2
## --------------------------------------------------------------------------------
## Raison.clinique_3
## n missing distinct
## 191 0 4
##
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_1
## n missing distinct
## 191 0 6
##
## lowest : Raison paraclinique EFR : DLCO trop basse Raison paraclinique EFR : TM6 trop altéré Raison paraclinique EFR : VEMS trop bas Raison paraclinique EFR : VEMS trop élevé
## highest: Raison paraclinique EFR : DLCO trop basse Raison paraclinique EFR : TM6 trop altéré Raison paraclinique EFR : VEMS trop bas Raison paraclinique EFR : VEMS trop élevé Raison paraclinique EFR :VR trop bas
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_2
## n missing distinct
## 191 0 5
##
## lowest : Raison paraclinique EFR : DLCO trop basse Raison paraclinique EFR : TM6 trop altéré Raison paraclinique EFR : VEMS trop élevé Raison paraclinique EFR :VR trop bas
## highest: Raison paraclinique EFR : DLCO trop basse Raison paraclinique EFR : TM6 trop altéré Raison paraclinique EFR : VEMS trop élevé Raison paraclinique EFR :VR trop bas
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_1
## n missing distinct
## 191 0 6
##
## lowest : Raison paraclinique imagerie : bulle lobe ipsilatéral Raison paraclinique imagerie : nodule suspect Raison paraclinique imagerie : pas de cible TDM Raison paraclinique imagerie : pas de cible TDM-scinti
## highest: Raison paraclinique imagerie : bulle lobe ipsilatéral Raison paraclinique imagerie : nodule suspect Raison paraclinique imagerie : pas de cible TDM Raison paraclinique imagerie : pas de cible TDM-scinti Raison paraclinique imagerie :pas de cible scinti seule
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_2
## n missing distinct
## 191 0 4
##
## --------------------------------------------------------------------------------
## Raison_scissure_perméable
## n missing distinct
## 191 0 5
##
## lowest : 14 Raison scissure perméable : StratX 1/ Chartis 2 4 Raison scissure perméable : StratX 1/ Chartis 2 Raison scissure perméable : Chartis Raison scissure perméable : StratX
## highest: 14 Raison scissure perméable : StratX 1/ Chartis 2 4 Raison scissure perméable : StratX 1/ Chartis 2 Raison scissure perméable : Chartis Raison scissure perméable : StratX
## --------------------------------------------------------------------------------
## Raison_clinique_cardio
## n missing distinct
## 191 0 3
##
## (180, 0.942), Raison clinique cardio : Cardiopathie (3, 0.016), Raison clinique
## cardio : HTAP (8, 0.042)
## --------------------------------------------------------------------------------
## Antécédents
## n missing distinct
## 191 0 5
##
## lowest : Antécédents : cancer pulmonaire ou nodule Antécédents : cardiopathie Antécédents : HTAP Antécédents : pneumonie
## highest: Antécédents : cancer pulmonaire ou nodule Antécédents : cardiopathie Antécédents : HTAP Antécédents : pneumonie
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 191 0 4
##
## Value actif Non_fumeur Sevré
## Frequency 2 12 6 171
## Proportion 0.010 0.063 0.031 0.895
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 2 171 18
## Proportion 0.010 0.895 0.094
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 178 13 35 0.998 1.684 0.09609 1.550 1.580
## .25 .50 .75 .90 .95
## 1.613 1.690 1.750 1.800 1.812
##
## lowest : 1.50 1.51 1.53 1.54 1.55, highest: 1.82 1.83 1.84 1.85 1.90
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 178 13 53 0.998 65.63 15.8 44.00 48.00
## .25 .50 .75 .90 .95
## 55.25 65.00 73.00 81.00 90.00
##
## lowest : 38.0 42.0 43.0 44.0 44.1, highest: 97.0 100.0 109.0 119.0 120.0
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 180 11 160 1 23.04 4.742 16.50 18.36
## .25 .50 .75 .90 .95
## 20.07 22.74 25.54 28.04 31.14
##
## lowest : 14.20 14.84 14.88 15.41 15.44, highest: 32.05 33.59 35.15 37.04 40.04
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 191 0 4 0.809 3.33 0.6764
##
## Value 1 2 3 4
## Frequency 2 15 92 82
## Proportion 0.010 0.079 0.482 0.429
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 191 0 6
##
## lowest : A A OU B B C , highest: A A OU B B C D
##
## Value A A OU B B C D
## Frequency 3 5 4 119 2 58
## Proportion 0.016 0.026 0.021 0.623 0.010 0.304
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 2 132 57
## Proportion 0.010 0.691 0.298
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 5 173 13
## Proportion 0.026 0.906 0.068
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 179 12 5 0.877 2.788 0.9357
##
## lowest : 0 1 2 3 4, highest: 0 1 2 3 4
##
## Value 0 1 2 3 4
## Frequency 2 11 47 82 37
## Proportion 0.011 0.061 0.263 0.458 0.207
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 6 18 167
## Proportion 0.031 0.094 0.874
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 3 63 125
## Proportion 0.016 0.330 0.654
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct
## 191 0 4
##
## Value Non
## Frequency 14 9
## Proportion 0.073 0.047
##
## Value Oui PAS D ANTICHOLINERGIQUE
## Frequency 167 1
## Proportion 0.874 0.005
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 191 0 4
##
## Value Effort Non Repos
## Frequency 7 43 60 81
## Proportion 0.037 0.225 0.314 0.424
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 191 0 5
##
## lowest : ACTIF Apres dressage Non Oui
## highest: ACTIF Apres dressage Non Oui
##
## Value ACTIF Apres dressage Non
## Frequency 9 11 10 34
## Proportion 0.047 0.058 0.052 0.178
##
## Value Oui
## Frequency 127
## Proportion 0.665
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 191 0 8
##
## lowest : AIRFLOW BULLECTOMIE LSD Non Oui
## highest: Non Oui RESECTION APICALE SUR PNO SEGMENTECTOMIE LSD POUR NDUL SYMPHYSE G POUR PNO
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 191 0 15
##
## lowest : LID LID_LIG LIG LM
## highest: LSD_LSD LM_LSG LSD_LSG LSG LSG_LM Pas de cible
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 191 0 4
##
## Value sissures étanches sissures incompletes
## Frequency 49 76 16
## Proportion 0.257 0.398 0.084
##
## Value sissures intermediare
## Frequency 50
## Proportion 0.262
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 191 0 13
##
## lowest : LID LID_LIG LIG LM
## highest: LSD_LIG LSD_LSG LSD_LSG_LIG_LM LSG pas de cible
##
## (35, 0.183), LID (6, 0.031), LID_LIG (14, 0.073), LIG (22, 0.115), LM (2,
## 0.010), LSD (24, 0.126), LSD LM (6, 0.031), LSD LM_LSG (3, 0.016), LSD_LIG (2,
## 0.010), LSD_LSG (30, 0.157), LSD_LSG_LIG_LM (1, 0.005), LSG (6, 0.031), pas de
## cible (40, 0.209)
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 63 128 36 0.998 12.47 9.74 1.00 1.40
## .25 .50 .75 .90 .95
## 6.00 11.00 17.50 22.40 30.65
##
## lowest : 0.0 1.0 1.3 1.4 1.5, highest: 24.0 27.5 31.0 34.0 38.0
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 191 0 3
##
## Value Hètérogène Homogène
## Frequency 49 73 69
## Proportion 0.257 0.382 0.361
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 160 31 123 1 323.1 170.2 60.0 119.1
## .25 .50 .75 .90 .95
## 224.8 333.0 432.8 513.5 546.4
##
## lowest : 0 30 40 42 43, highest: 568 576 585 590 650
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 160 31 30 0.998 83.14 7.908 72.0 75.0
## .25 .50 .75 .90 .95
## 79.0 84.0 89.0 91.1 93.0
##
## lowest : 38 62 63 66 69, highest: 91 92 93 94 95
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 155 36 18 0.984 6.819 2.3 3 4
## .25 .50 .75 .90 .95
## 5 7 8 9 10
##
## lowest : 0.0 1.0 2.0 3.0 3.5, highest: 8.0 8.5 9.0 9.5 10.0
##
## Value 0.0 1.0 2.0 3.0 3.5 4.0 4.5 5.0 5.5 6.0 6.5
## Frequency 1 1 2 5 2 10 1 19 2 14 8
## Proportion 0.006 0.006 0.013 0.032 0.013 0.065 0.006 0.123 0.013 0.090 0.052
##
## Value 7.0 7.5 8.0 8.5 9.0 9.5 10.0
## Frequency 20 2 32 6 18 1 11
## Proportion 0.129 0.013 0.206 0.039 0.116 0.006 0.071
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd .05 .10
## 158 33 11 0.972 5.741 2.249 2.85 4.00
## .25 .50 .75 .90 .95
## 4.00 6.00 7.00 9.00 9.00
##
## lowest : 0 1 2 3 4, highest: 6 7 8 9 10
##
## Value 0 1 2 3 4 5 6 7 8 9 10
## Frequency 2 1 5 7 26 35 34 16 14 12 6
## Proportion 0.013 0.006 0.032 0.044 0.165 0.222 0.215 0.101 0.089 0.076 0.038
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 191 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 39 10 28 114
## Proportion 0.204 0.052 0.147 0.597
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 139 52 69 0.999 67.75 10.4 52.81 55.48
## .25 .50 .75 .90 .95
## 62.00 68.00 73.15 79.00 85.46
##
## lowest : 35.0 44.0 45.0 50.4 51.0, highest: 86.0 88.8 89.0 90.0 91.0
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 145 46 64 0.998 39.74 6.467 31.02 33.00
## .25 .50 .75 .90 .95
## 36.00 38.70 43.00 47.36 49.88
##
## lowest : 28.5 28.7 30.4 30.5 31.0, highest: 53.0 54.0 55.8 57.0 59.0
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 175 16 75 0.998 947 401.9 500 594
## .25 .50 .75 .90 .95
## 700 870 1100 1488 1793
##
## lowest : 400 430 450 470 490, highest: 2000 2100 2160 2360 2400
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 189 2 59 0.999 34.39 13.33 19.0 21.0
## .25 .50 .75 .90 .95
## 26.0 32.5 41.0 49.0 57.0
##
## lowest : 13 14 15 16 18, highest: 67 68 70 82 92
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 162 29 104 1 5088 1528 2905 3500
## .25 .50 .75 .90 .95
## 4200 5100 5998 6700 7240
##
## lowest : 1810 1840 1910 2060 2240, highest: 7600 7800 7870 7900 9800
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct
## 191 0 114
##
## lowest : >150 100 128 133 , highest: 400 466 73 86 94
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 166 25 112 1 2295 902 1215 1390
## .25 .50 .75 .90 .95
## 1692 2185 2768 3345 3742
##
## lowest : 950 1020 1090 1100 1140, highest: 4330 4480 4500 4600 5000
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 168 23 75 1 68.54 22.98 39.00 44.40
## .25 .50 .75 .90 .95
## 52.75 67.50 81.25 95.30 104.30
##
## lowest : 30.0 34.0 35.0 37.5 38.0, highest: 108.0 113.0 123.0 124.0 135.0
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 164 27 111 1 7555 1898 5202 5702
## .25 .50 .75 .90 .95
## 6462 7705 8820 9588 9794
##
## lowest : 10 60 1060 1190 4240, highest: 10111 10180 10190 10510 11000
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 168 23 69 1 133 20.83 103.7 112.0
## .25 .50 .75 .90 .95
## 121.8 134.0 144.2 156.6 163.0
##
## lowest : 69 87 89 90 91, highest: 167 169 171 179 184
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 163 28 53 0.999 65.52 13.13 48.0 52.0
## .25 .50 .75 .90 .95
## 58.0 65.0 73.4 77.8 80.0
##
## lowest : 20.00 31.00 35.00 36.00 40.00, highest: 82.00 83.88 86.00 88.00 172.00
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 151 40 45 0.998 34.36 11.67 20.0 22.8
## .25 .50 .75 .90 .95
## 27.0 33.0 39.2 49.0 54.0
##
## lowest : 17 18 19 20 21, highest: 59 60 64 76 89
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd .05 .10
## 186 5 13 0.65 1.78 2.755 0.00 0.00
## .25 .50 .75 .90 .95
## 0.00 0.00 3.75 6.00 8.00
##
## lowest : 0 2 3 4 5, highest: 9 10 11 12 15
##
## Value 0 2 3 4 5 6 7 8 9 10 11
## Frequency 131 1 7 9 7 13 5 5 4 1 1
## Proportion 0.704 0.005 0.038 0.048 0.038 0.070 0.027 0.027 0.022 0.005 0.005
##
## Value 12 15
## Frequency 1 1
## Proportion 0.005 0.005
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 191 0 4
##
## Value Complete Incomplet Non Fait
## Frequency 128 44 10 9
## Proportion 0.670 0.230 0.052 0.047
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 191 0 9
##
## lowest : LID LID_LIG LIG LM
## highest: LM LSD LSD LM LSD_LSG LSG
##
## Value LID LID_LIG LIG LM LSD LSD LM LSD_LSG
## Frequency 135 6 2 15 1 15 4 1
## Proportion 0.707 0.031 0.010 0.079 0.005 0.079 0.021 0.005
##
## Value LSG
## Frequency 12
## Proportion 0.063
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct
## 191 0 51
##
## lowest : 01/07/2020 01/09/2021 02/06/2021 03/02/2021
## highest: 29/01/2020 30/06/2021 30/07/2019 30/07/2020 31/03/2021
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 191 0 8
##
## lowest : Exacerbation BPCO Autre Majoration dyspnée Pneumatocèle
## highest: Majoration dyspnée Pneumatocèle Pneumomédiastin Pneumonie Pneumothorax
##
## (173, 0.906), Exacerbation BPCO (9, 0.047), Autre (2, 0.010), Majoration
## dyspnée (1, 0.005), Pneumatocèle (1, 0.005), Pneumomédiastin (1, 0.005),
## Pneumonie (1, 0.005), Pneumothorax (3, 0.016)
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct
## 191 0 14
##
## lowest : 01/04/2021 01/08/2019 03/08/2019 06/04/2022
## highest: 18/02/2020 19/09/2019 19/10/2021 24/08/2019 29/01/2020
##
## (178, 0.932), 01/04/2021 (1, 0.005), 01/08/2019 (1, 0.005), 03/08/2019 (1,
## 0.005), 06/04/2022 (1, 0.005), 08/04/2021 (1, 0.005), 08/09/2021 (1, 0.005),
## 11/01/2019 (1, 0.005), 17/04/2021 (1, 0.005), 18/02/2020 (1, 0.005), 19/09/2019
## (1, 0.005), 19/10/2021 (1, 0.005), 24/08/2019 (1, 0.005), 29/01/2020 (1, 0.005)
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 16 175 8 0.954 7.5 11.43
##
## lowest : 0 1 2 3 17, highest: 3 17 27 30 34
##
## Value 0 1 2 3 17 27 30 34
## Frequency 4 5 2 1 1 1 1 1
## Proportion 0.250 0.312 0.125 0.062 0.062 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0
## n missing distinct
## 191 0 19
##
## lowest : aerosols AEROSOLS AEROSOLS, a la 2e pose du LID ATB
## highest: passage SI, salbu ras SI OHD ATB, hématopneumatocèle surinfecté avec hemoptysie TOUX + BRONHCORREE sans pnp, trt antipyo USI, bronchodilat
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct
## 191 0 8
##
## lowest : Exacerbation BPCO Autre Hémoptysie Majoration dyspnée
## highest: Hémoptysie Majoration dyspnée Mort Pneumonie Pneumothorax
##
## (174, 0.911), Exacerbation BPCO (7, 0.037), Autre (1, 0.005), Hémoptysie (1,
## 0.005), Majoration dyspnée (1, 0.005), Mort (2, 0.010), Pneumonie (1, 0.005),
## Pneumothorax (4, 0.021)
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct
## 191 0 14
##
## lowest : 01/03/2022 01/10/2019 06/05/2022 07/04/2020
## highest: 17/10/2021 18/09/2020 25/07/2019 27/07/2021 29/06/2019
##
## (178, 0.932), 01/03/2022 (1, 0.005), 01/10/2019 (1, 0.005), 06/05/2022 (1,
## 0.005), 07/04/2020 (1, 0.005), 07/10/2019 (1, 0.005), 09/02/2019 (1, 0.005),
## 09/12/2020 (1, 0.005), 16/06/2021 (1, 0.005), 17/10/2021 (1, 0.005), 18/09/2020
## (1, 0.005), 25/07/2019 (1, 0.005), 27/07/2021 (1, 0.005), 29/06/2019 (1, 0.005)
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 13 178 9 0.984 12.62 16.56
##
## lowest : 0 2 3 4 6, highest: 6 7 28 30 48
##
## Value 0 2 3 4 6 7 28 30 48
## Frequency 3 1 1 1 2 1 1 2 1
## Proportion 0.231 0.077 0.077 0.077 0.154 0.077 0.077 0.154 0.077
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct
## 191 0 18
##
## lowest : aerosols AEROSOLS 4SEM AEROSOLS CTC ATB
## highest: O2, atb Pneumothorax, drainé, tamponnade gazeuse avec deces retrait valves SUR GRANULOME, ENDOS SURVEILLANCE
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 41 0.999 1036 392.6 604.5 639.0
## .25 .50 .75 .90 .95
## 802.5 945.0 1200.0 1410.0 1732.0
##
## lowest : 500 520 600 610 630, highest: 1500 1600 1840 1900 2630
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 29 0.998 38.45 13.54 22.00 23.90
## .25 .50 .75 .90 .95
## 30.50 36.00 43.75 56.10 60.00
##
## lowest : 21 22 23 24 25, highest: 56 57 60 62 76
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 38 0.999 182 305.8 -200.0 -141.0
## .25 .50 .75 .90 .95
## -7.5 180.0 320.0 410.0 505.5
##
## lowest : -390 -320 -200 -150 -140, highest: 400 500 510 520 1830
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 49 142 46 1 2506 788.6 1442 1674
## .25 .50 .75 .90 .95
## 2080 2470 2980 3320 3492
##
## lowest : 1310 1400 1430 1460 1610, highest: 3400 3450 3520 3630 5200
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 49 142 39 0.999 76.96 23.67 46.0 51.0
## .25 .50 .75 .90 .95
## 60.8 78.0 91.0 105.2 107.2
##
## lowest : 38 43 44 49 51, highest: 105 106 108 116 129
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 49 142 48 1 447.1 741.3 -408 -288
## .25 .50 .75 .90 .95
## -50 300 840 1254 1530
##
## lowest : -870 -550 -440 -360 -320, highest: 1310 1410 1610 1760 2630
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 46 1 7668 1636 5600 5874
## .25 .50 .75 .90 .95
## 6452 7520 8788 9804 9901
##
## lowest : 5300 5600 5640 5900 5940, highest: 9840 9890 9910 10140 10400
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 32 0.997 130.3 17.14 111.9 115.8
## .25 .50 .75 .90 .95
## 123.0 130.0 138.5 149.1 152.6
##
## lowest : 43 106 111 113 114, highest: 150 152 153 158 167
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 50 141 45 1 -299.9 681.9 -1111.0 -1014.0
## .25 .50 .75 .90 .95
## -847.5 -220.5 185.0 400.0 498.3
##
## lowest : -1570 -1530 -1120 -1100 -1050, highest: 400 440 546 580 1060
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 47 1 4810 1420 2790 3316
## .25 .50 .75 .90 .95
## 4000 4705 5512 6424 6827
##
## lowest : 2100 2620 2700 2900 3190, highest: 6640 6750 6890 7110 8660
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 42 1 221.1 47.75 164.0 173.0
## .25 .50 .75 .90 .95
## 188.0 217.5 246.0 277.3 298.1
##
## lowest : 137 150 164 173 176, highest: 280 297 299 310 313
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 48 1 -704.6 1061 -2177.0 -1941.0
## .25 .50 .75 .90 .95
## -1252.5 -605.0 -137.5 312.0 843.5
##
## lowest : -2620 -2380 -2240 -2100 -2040, highest: 420 640 1010 1120 1960
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 40 151 37 1 390.4 131.7 180.0 245.0
## .25 .50 .75 .90 .95
## 313.5 398.5 471.2 506.8 581.3
##
## lowest : 160 180 200 250 265, highest: 505 523 579 625 630
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 40 151 18 0.992 83.05 6.331 73.85 76.90
## .25 .50 .75 .90 .95
## 79.00 84.00 85.75 90.10 92.00
##
## lowest : 70 71 74 76 77, highest: 88 89 90 91 92
##
## Value 70 71 74 76 77 78 79 80 81 82 83
## Frequency 1 1 1 1 2 1 4 3 1 2 2
## Proportion 0.025 0.025 0.025 0.025 0.050 0.025 0.100 0.075 0.025 0.050 0.050
##
## Value 84 85 88 89 90 91 92
## Frequency 5 6 1 3 2 1 3
## Proportion 0.125 0.150 0.025 0.075 0.050 0.025 0.075
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd .05 .10
## 40 151 12 0.973 6.037 1.983 3.00 3.95
## .25 .50 .75 .90 .95
## 5.00 6.00 8.00 8.00 8.05
##
## lowest : 2.5 3.0 3.5 4.0 4.5, highest: 6.0 7.0 7.5 8.0 9.0
##
## Value 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 7.0 7.5 8.0
## Frequency 1 2 1 2 3 6 1 9 3 1 9
## Proportion 0.025 0.050 0.025 0.050 0.075 0.150 0.025 0.225 0.075 0.025 0.225
##
## Value 9.0
## Frequency 2
## Proportion 0.050
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 40 151 40 1 41.83 116.9 -125.90 -53.30
## .25 .50 .75 .90 .95
## -17.75 52.50 89.25 160.50 170.50
##
## lowest : -230 -219 -121 -92 -49, highest: 160 165 170 180 442
## --------------------------------------------------------------------------------
## mMRC_1
## n missing distinct Info Mean Gmd
## 41 150 4 0.892 2.098 1.068
##
## Value 1 2 3 4
## Frequency 15 9 15 2
## Proportion 0.366 0.220 0.366 0.049
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 50 141 33 0.998 22.62 4.235 16.45 18.45
## .25 .50 .75 .90 .95
## 20.18 22.70 25.00 26.64 29.27
##
## lowest : 14.0 15.2 16.0 17.0 18.0, highest: 27.0 29.0 29.5 31.0 32.0
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 39 152 9 0.972 3.923 2.081
##
## lowest : 0 1 2 3 4, highest: 4 5 6 7 8
##
## Value 0 1 2 3 4 5 6 7 8
## Frequency 1 1 8 7 8 5 6 2 1
## Proportion 0.026 0.026 0.205 0.179 0.205 0.128 0.154 0.051 0.026
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 191 0 7
##
## lowest : Exacerbation BPCO Douleurs thoraciques Engluement valve Majoration dyspnée
## highest: Douleurs thoraciques Engluement valve Majoration dyspnée Pneumonie Pneumothorax
##
## (163, 0.853), Exacerbation BPCO (10, 0.052), Douleurs thoraciques (4, 0.021),
## Engluement valve (3, 0.016), Majoration dyspnée (7, 0.037), Pneumonie (2,
## 0.010), Pneumothorax (2, 0.010)
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 191 0 6
##
## lowest : Exacerbation BPCO Autre Engluement valve Majoration dyspnée
## highest: Exacerbation BPCO Autre Engluement valve Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 183 3 1
## Proportion 0.958 0.016 0.005
##
## Value Engluement valve Majoration dyspnée Pneumonie
## Frequency 1 2 1
## Proportion 0.005 0.010 0.005
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct
## 191 0 27
##
## lowest : 1 exa, en rehab // retrait valves ABCES PULMONAIRE, RETENTIONNEL, RETRAIT 5 VALVES, DERNIERE VALVE NON RETROUVEE AEROSOLS AEROSOLS DOMICILE
## highest: REVISION VALVE ET TRT LSG en 2 temps mars et jein 2021, ajout 5 valves révision valves : remplacement de 2 valves non fonctionnelles surinf bronchique à repet SURINF PYO, ATB VALVES DYSFONCTIONNELLES, 1 REMPLAC2E PAR 2
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 30 161 23 0.998 957 356.7 494.5 500.0
## .25 .50 .75 .90 .95
## 725.0 960.0 1100.0 1303.0 1341.0
##
## lowest : 490 500 600 650 700, highest: 1250 1300 1330 1350 1900
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 18 0.994 35.5 13.78 18.35 19.70
## .25 .50 .75 .90 .95
## 26.75 36.00 41.00 56.00 56.65
##
## lowest : 17 18 19 20 23, highest: 43 48 56 57 59
##
## Value 17 18 19 20 23 26 27 28 30 34 36
## Frequency 1 1 1 1 1 2 1 1 3 1 2
## Proportion 0.036 0.036 0.036 0.036 0.036 0.071 0.036 0.036 0.107 0.036 0.071
##
## Value 38 41 43 48 56 57 59
## Frequency 4 3 1 1 2 1 1
## Proportion 0.143 0.107 0.036 0.036 0.071 0.036 0.036
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 30 161 23 0.998 111.3 259.6 -222.0 -173.0
## .25 .50 .75 .90 .95
## -45.0 125.0 252.5 390.0 412.0
##
## lowest : -500 -240 -200 -170 -110, highest: 350 370 390 430 550
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 26 0.999 2314 597.8 1654 1707
## .25 .50 .75 .90 .95
## 1930 2310 2652 2983 3196
##
## lowest : 1480 1630 1700 1710 1730, highest: 2710 2950 3060 3270 3600
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 24 0.999 71.75 24.61 41.7 45.8
## .25 .50 .75 .90 .95
## 55.0 67.5 84.5 102.5 106.6
##
## lowest : 40 41 43 47 48, highest: 94 101 106 107 108
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 27 1 306 752.9 -796.0 -651.0
## .25 .50 .75 .90 .95
## 17.5 285.0 715.0 1023.0 1127.5
##
## lowest : -1230 -810 -770 -600 -200, highest: 910 1020 1030 1180 2060
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 28 1 7823 1798 5779 6101
## .25 .50 .75 .90 .95
## 6475 7650 8925 9789 10321
##
## lowest : 5150 5730 5870 6200 6310, highest: 9430 9600 10230 10370 10800
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 24 0.999 139.3 27.1 114.0 116.1
## .25 .50 .75 .90 .95
## 123.5 133.5 144.0 155.9 161.2
##
## lowest : 107.0 114.0 117.0 120.0 121.0, highest: 153.7 155.0 158.0 163.0 294.0
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 26 0.999 -228.8 754.1 -1261.5 -1032.0
## .25 .50 .75 .90 .95
## -805.0 -225.0 286.5 575.0 616.5
##
## lowest : -1530 -1370 -1060 -1020 -911, highest: 500 560 610 620 1060
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 26 0.999 5054 1756 3142 3200
## .25 .50 .75 .90 .95
## 3968 4810 6168 6946 7392
##
## lowest : 2860 3110 3200 3300 3570, highest: 6340 6880 7100 7550 8900
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 27 1 221.6 63.19 160.4 164.4
## .25 .50 .75 .90 .95
## 181.2 211.0 259.0 290.8 302.8
##
## lowest : 88 159 163 165 172, highest: 281 289 295 307 334
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 28 163 26 0.999 -548.9 1265 -1983.5 -1681.0
## .25 .50 .75 .90 .95
## -1300.0 -490.0 22.5 724.0 825.5
##
## lowest : -2910 -2120 -1730 -1660 -1600, highest: 590 700 780 850 2790
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 21 170 12 0.987 83.67 6.676 77 79
## .25 .50 .75 .90 .95
## 80 82 88 90 92
##
## lowest : 69 77 79 80 81, highest: 88 89 90 92 94
##
## Value 69 77 79 80 81 82 86 88 89 90 92
## Frequency 1 1 1 4 3 2 1 3 1 2 1
## Proportion 0.048 0.048 0.048 0.190 0.143 0.095 0.048 0.143 0.048 0.095 0.048
##
## Value 94
## Frequency 1
## Proportion 0.048
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd .05 .10
## 21 170 21 1 406 168 219 228
## .25 .50 .75 .90 .95
## 339 393 480 588 633
##
## lowest : 28 219 228 285 331, highest: 498 560 588 633 660
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 20 171 7 0.959 7.125 1.934
##
## lowest : 2.0 5.0 7.0 7.5 8.0, highest: 7.0 7.5 8.0 8.5 9.0
##
## Value 2.0 5.0 7.0 7.5 8.0 8.5 9.0
## Frequency 1 4 3 1 6 2 3
## Proportion 0.05 0.20 0.15 0.05 0.30 0.10 0.15
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 45 146 4 0.798 1.844 1.434
##
## Value 0 1 2 3
## Frequency 14 4 2 25
## Proportion 0.311 0.089 0.044 0.556
## --------------------------------------------------------------------------------
## Gain.TM6_2
## n missing distinct Info Mean Gmd .05 .10
## 21 170 21 1 30.62 123.3 -136 -84
## .25 .50 .75 .90 .95
## -72 58 118 159 180
##
## lowest : -155 -136 -84 -80 -77, highest: 120 126 159 180 187
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 26 165 4 0.933 2.346 1.283
##
## Value 1 2 3 4
## Frequency 8 6 7 5
## Proportion 0.308 0.231 0.269 0.192
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 29 162 24 0.998 23.12 5.103 15.92 18.12
## .25 .50 .75 .90 .95
## 20.50 23.00 25.50 29.00 30.20
##
## lowest : 14.0 15.2 17.0 18.4 18.5, highest: 27.0 27.1 29.0 31.0 32.0
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 21 170 8 0.966 4.048 2.829
##
## lowest : 1 2 3 5 6, highest: 5 6 7 8 10
##
## Value 1 2 3 5 6 7 8 10
## Frequency 2 6 4 3 2 2 1 1
## Proportion 0.095 0.286 0.190 0.143 0.095 0.095 0.048 0.048
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct
## 191 0 6
##
## lowest : Exacerbation BPCO Autre Hémoptysie Majoration dyspnée
## highest: Exacerbation BPCO Autre Hémoptysie Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 179 6 2
## Proportion 0.937 0.031 0.010
##
## Value Hémoptysie Majoration dyspnée Pneumonie
## Frequency 1 1 2
## Proportion 0.005 0.005 0.010
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct
## 191 0 3
##
## Value Migration valve Pneumothorax
## Frequency 189 1 1
## Proportion 0.990 0.005 0.005
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 191 0 3
##
## Value Non Oui
## Frequency 135 43 13
## Proportion 0.707 0.225 0.068
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 191 0 4
##
## Value Non retrait complet retrait partiel
## Frequency 135 43 7 6
## Proportion 0.707 0.225 0.037 0.031
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd .05 .10
## 13 178 13 1 8.748 7.3 1.520 1.686
## .25 .50 .75 .90 .95
## 4.330 7.030 13.370 16.924 17.738
##
## lowest : 1.40 1.60 2.03 4.33 5.17, highest: 12.77 13.37 16.50 17.03 18.80
##
## Value 1.40 1.60 2.03 4.33 5.17 5.37 7.03 8.33 12.77 13.37 16.50
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 17.03 18.80
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 191 0 14
##
## lowest : ABCES PULM 5/6 RETIREES Dégradation post T2, retrait 1 valves DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG EFR et dyspnée inchangés
## highest: MAJ DYSPNEE, DEGRADATION VEMS, TOUX PAS D AMELIORATION CLINIQUE, PAS D ATELECTASIE,GRANDE SCISSURE PERMEABLE PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE PNO DRAINE ET PNP PNO LES 2 FOIS
## --------------------------------------------------------------------------------Total : patient traités par valves
Description de tous les patients adressés au service qui ont bénéficié d’au moins 1 pose de valve
valves_total <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/valves_total.csv", stringsAsFactors=FALSE)describe (valves_total)## valves_total
##
## 107 Variables 56 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct
## 56 0 2
##
## Value Groupe_1 Groupe_2
## Frequency 18 38
## Proportion 0.321 0.679
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 56 0 56 1 61.68 7.956 50.25 52.56
## .25 .50 .75 .90 .95
## 57.16 61.66 67.67 70.00 70.99
##
## lowest : 48.83 48.88 49.46 50.51 50.96, highest: 70.39 70.80 71.58 72.26 79.09
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 56 0 2
##
## Value F H
## Frequency 27 29
## Proportion 0.482 0.518
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 56 0 4
##
## Value Hopital public Privé Suivi CHUT Ville
## Frequency 20 11 14 11
## Proportion 0.357 0.196 0.250 0.196
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 9 47
## Proportion 0.161 0.839
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 8 48
## Proportion 0.143 0.857
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 11 45
## Proportion 0.196 0.804
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 56 0 1 Oui
##
## Value Oui
## Frequency 56
## Proportion 1
## --------------------------------------------------------------------------------
## Antécédents
## n missing distinct
## 6 50 3
##
## Value Antécédents : cardiopathie Antécédents : HTAP
## Frequency 4 1
## Proportion 0.667 0.167
##
## Value Antécédents : pneumonie
## Frequency 1
## Proportion 0.167
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 56 0 2
##
## Value actif Sevré
## Frequency 2 54
## Proportion 0.036 0.964
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 48 8
## Proportion 0.857 0.143
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 56 0 28 0.997 1.684 0.09455 1.548 1.570
## .25 .50 .75 .90 .95
## 1.615 1.695 1.750 1.790 1.803
##
## lowest : 1.53 1.54 1.55 1.57 1.58, highest: 1.79 1.80 1.81 1.83 1.85
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 56 0 32 0.998 64.26 15.09 46.50 48.50
## .25 .50 .75 .90 .95
## 53.00 62.50 72.25 80.50 87.00
##
## lowest : 42 45 47 48 49, highest: 80 81 86 90 93
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 56 0 56 1 22.58 4.331 16.36 18.27
## .25 .50 .75 .90 .95
## 20.20 22.41 24.96 27.45 29.39
##
## lowest : 14.20 14.88 16.07 16.46 17.36, highest: 29.07 29.35 29.52 30.11 31.25
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 56 0 3 0.763 3.464 0.5442
##
## Value 2 3 4
## Frequency 1 28 27
## Proportion 0.018 0.500 0.482
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 56 0 2
##
## Value B D
## Frequency 40 16
## Proportion 0.714 0.286
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 41 15
## Proportion 0.732 0.268
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 54 2
## Proportion 0.964 0.036
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 56 0 3 0.833 3.018 0.7448
##
## Value 2 3 4
## Frequency 13 29 14
## Proportion 0.232 0.518 0.250
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct value
## 56 0 1 Oui
##
## Value Oui
## Frequency 56
## Proportion 1
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 15 41
## Proportion 0.268 0.732
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct value
## 56 0 1 Oui
##
## Value Oui
## Frequency 56
## Proportion 1
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 56 0 3
##
## Value Effort Non Repos
## Frequency 18 12 26
## Proportion 0.321 0.214 0.464
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 56 0 3
##
## Value Apres dressage Non Oui
## Frequency 5 10 41
## Proportion 0.089 0.179 0.732
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 56 0 5
##
## lowest : AIRFLOW BULLECTOMIE LSD Non SEGMENTECTOMIE LSD POUR NDUL SYMPHYSE G POUR PNO
## highest: AIRFLOW BULLECTOMIE LSD Non SEGMENTECTOMIE LSD POUR NDUL SYMPHYSE G POUR PNO
##
## AIRFLOW (1, 0.018), BULLECTOMIE LSD (1, 0.018), Non (52, 0.929), SEGMENTECTOMIE
## LSD POUR NDUL (1, 0.018), SYMPHYSE G POUR PNO (1, 0.018)
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 56 0 11
##
## lowest : LID LID_LIG LIG LM LSD
## highest: LSD LM_LSG LSD_LM LSD_LSG LSG Pas de cible
##
## LID (3, 0.054), LID_LIG (7, 0.125), LIG (11, 0.196), LM (1, 0.018), LSD (11,
## 0.196), LSD LM (3, 0.054), LSD LM_LSG (2, 0.036), LSD_LM (1, 0.018), LSD_LSG
## (8, 0.143), LSG (8, 0.143), Pas de cible (1, 0.018)
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 55 1 2
##
## Value sissures étanches sissures intermediare
## Frequency 41 14
## Proportion 0.745 0.255
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 53 3 12
##
## lowest : LID LID_LIG LIG LM LSD
## highest: LSD_LIG LSD_LSG LSD_LSG_LIG_LM LSG pas de cible
##
## LID (2, 0.038), LID_LIG (10, 0.189), LIG (9, 0.170), LM (1, 0.019), LSD (8,
## 0.151), LSD LM (3, 0.057), LSD LM_LSG (2, 0.038), LSD_LIG (1, 0.019), LSD_LSG
## (12, 0.226), LSD_LSG_LIG_LM (1, 0.019), LSG (3, 0.057), pas de cible (1, 0.019)
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 42 14 27 0.998 13.24 9.581 1.020 1.460
## .25 .50 .75 .90 .95
## 7.175 13.000 18.000 22.250 30.825
##
## lowest : 0.0 1.0 1.4 2.0 5.0, highest: 20.0 22.5 27.5 31.0 34.0
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 54 2 2
##
## Value Hètérogène Homogène
## Frequency 31 23
## Proportion 0.574 0.426
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 54 2 48 1 324.4 151.6 95.95 124.50
## .25 .50 .75 .90 .95
## 252.25 321.00 410.00 493.60 542.75
##
## lowest : 60 68 111 120 135, highest: 510 541 546 554 568
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 54 2 23 0.997 83.06 7.498 74.00 75.00
## .25 .50 .75 .90 .95
## 79.00 83.00 88.75 91.00 92.00
##
## lowest : 63 72 74 75 76, highest: 90 91 92 94 95
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 54 2 14 0.979 7.139 1.943 4.325 5.000
## .25 .50 .75 .90 .95
## 6.000 7.250 8.000 9.000 9.675
##
## lowest : 3.0 4.0 4.5 5.0 5.5, highest: 8.0 8.5 9.0 9.5 10.0
##
## Value 3.0 4.0 4.5 5.0 5.5 6.0 6.5 7.0 7.5 8.0 8.5
## Frequency 1 2 1 7 1 5 3 7 1 13 2
## Proportion 0.019 0.037 0.019 0.130 0.019 0.093 0.056 0.130 0.019 0.241 0.037
##
## Value 9.0 9.5 10.0
## Frequency 7 1 3
## Proportion 0.130 0.019 0.056
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd
## 54 2 9 0.969 5.981 2.174
##
## lowest : 2 3 4 5 6, highest: 6 7 8 9 10
##
## Value 2 3 4 5 6 7 8 9 10
## Frequency 1 2 9 14 10 6 4 5 3
## Proportion 0.019 0.037 0.167 0.259 0.185 0.111 0.074 0.093 0.056
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 52 4 3
##
## Value Autre anomalie HTAP Normale
## Frequency 3 9 40
## Proportion 0.058 0.173 0.769
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 48 8 30 0.996 68.8 8.47 57.00 60.70
## .25 .50 .75 .90 .95
## 65.00 68.55 74.00 77.79 80.65
##
## lowest : 51.0 55.6 57.0 60.0 61.0, highest: 78.0 80.0 81.0 85.4 91.0
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 50 6 30 0.996 40.6 5.672 32.45 34.00
## .25 .50 .75 .90 .95
## 37.40 41.00 43.00 47.00 49.10
##
## lowest : 30.4 31.1 32.0 33.0 34.0, highest: 47.0 48.0 50.0 54.0 55.8
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 28 0.995 841.1 253.1 515.0 575.0
## .25 .50 .75 .90 .95
## 700.0 820.0 992.5 1120.0 1200.0
##
## lowest : 400 470 530 550 600, highest: 1140 1180 1200 1470 1500
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 34 0.998 31.11 9.969 19.42 20.50
## .25 .50 .75 .90 .95
## 24.00 31.50 36.00 42.00 46.25
##
## lowest : 14.0 16.0 18.0 19.9 20.0, highest: 44.0 46.0 47.0 47.5 57.0
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 44 1 5586 1322 3938 4190
## .25 .50 .75 .90 .95
## 4700 5500 6540 7150 7500
##
## lowest : 3300 3800 3900 3950 4000, highest: 7240 7490 7500 7800 7870
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 43 0.999 258.5 48.63 204.5 212.0
## .25 .50 .75 .90 .95
## 230.0 248.5 289.0 319.5 332.8
##
## lowest : 190 192 200 206 211, highest: 327 332 335 351 400
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 54 2 48 1 2133 714.4 1216 1386
## .25 .50 .75 .90 .95
## 1592 2180 2570 2888 3191
##
## lowest : 1020 1100 1190 1230 1350, highest: 3020 3170 3230 3440 3600
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 53 3 37 0.999 63.69 20.63 36.8 41.0
## .25 .50 .75 .90 .95
## 50.0 64.0 77.0 88.2 92.0
##
## lowest : 30 34 35 38 39, highest: 89 90 92 95 100
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 50 0.999 8045 1446 5950 6310
## .25 .50 .75 .90 .95
## 7108 8275 8900 9720 9845
##
## lowest : 5400 5650 5800 6000 6140, highest: 9760 9800 9980 10000 10111
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 37 0.999 137.2 16.38 116.0 121.5
## .25 .50 .75 .90 .95
## 127.0 137.0 146.5 153.5 160.2
##
## lowest : 106.7 108.0 116.0 120.0 121.0, highest: 156.0 158.0 167.0 169.0 184.0
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 56 0 27 0.995 70.94 12.09 57.75 61.70
## .25 .50 .75 .90 .95
## 63.00 68.50 76.00 79.00 81.72
##
## lowest : 54.00 57.00 58.00 61.00 61.50, highest: 80.00 81.00 83.88 88.00 172.00
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 51 5 29 0.998 32.35 8.933 20.5 22.8
## .25 .50 .75 .90 .95
## 26.5 32.0 37.0 42.0 45.0
##
## lowest : 18.0 20.0 21.0 22.0 22.8, highest: 42.0 43.0 47.0 50.0 55.0
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd .05 .10
## 55 1 12 0.977 6.018 2.718 3.0 3.0
## .25 .50 .75 .90 .95
## 4.0 6.0 7.0 9.0 10.3
##
## lowest : 2 3 4 5 6, highest: 9 10 11 12 15
##
## Value 2 3 4 5 6 7 8 9 10 11 12
## Frequency 1 7 9 7 13 5 5 4 1 1 1
## Proportion 0.018 0.127 0.164 0.127 0.236 0.091 0.091 0.073 0.018 0.018 0.018
##
## Value 15
## Frequency 1
## Proportion 0.018
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 54 2 3
##
## Value Complete Incomplet Non Fait
## Frequency 44 1 9
## Proportion 0.815 0.019 0.167
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 56 0 8
##
## lowest : LID LID_LIG LIG LM LSD
## highest: LM LSD LSD LM LSD_LSG LSG
##
## Value LID LID_LIG LIG LM LSD LSD LM LSD_LSG LSG
## Frequency 6 2 15 1 15 4 1 12
## Proportion 0.107 0.036 0.268 0.018 0.268 0.071 0.018 0.214
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct
## 56 0 50
##
## lowest : 01/07/2020 01/09/2021 02/06/2021 03/02/2021 03/07/2019
## highest: 29/01/2020 30/06/2021 30/07/2019 30/07/2020 31/03/2021
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 18 38 7
##
## lowest : Exacerbation BPCO Autre Majoration dyspnée Pneumatocèle Pneumomédiastin
## highest: Majoration dyspnée Pneumatocèle Pneumomédiastin Pneumonie Pneumothorax
##
## Exacerbation BPCO (9, 0.500), Autre (2, 0.111), Majoration dyspnée (1, 0.056),
## Pneumatocèle (1, 0.056), Pneumomédiastin (1, 0.056), Pneumonie (1, 0.056),
## Pneumothorax (3, 0.167)
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct
## 13 43 13
##
## lowest : 01/04/2021 01/08/2019 03/08/2019 06/04/2022 08/04/2021
## highest: 18/02/2020 19/09/2019 19/10/2021 24/08/2019 29/01/2020
##
## 01/04/2021 (1, 0.077), 01/08/2019 (1, 0.077), 03/08/2019 (1, 0.077), 06/04/2022
## (1, 0.077), 08/04/2021 (1, 0.077), 08/09/2021 (1, 0.077), 11/01/2019 (1,
## 0.077), 17/04/2021 (1, 0.077), 18/02/2020 (1, 0.077), 19/09/2019 (1, 0.077),
## 19/10/2021 (1, 0.077), 24/08/2019 (1, 0.077), 29/01/2020 (1, 0.077)
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 16 40 8 0.954 7.5 11.43
##
## lowest : 0 1 2 3 17, highest: 3 17 27 30 34
##
## Value 0 1 2 3 17 27 30 34
## Frequency 4 5 2 1 1 1 1 1
## Proportion 0.250 0.312 0.125 0.062 0.062 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0
## n missing distinct
## 18 38 18
##
## lowest : aerosols AEROSOLS AEROSOLS, a la 2e pose du LID ATB ATB IV
## highest: passage SI, salbu ras SI OHD ATB, hématopneumatocèle surinfecté avec hemoptysie TOUX + BRONHCORREE sans pnp, trt antipyo USI, bronchodilat
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct
## 17 39 7
##
## lowest : Exacerbation BPCO Autre Hémoptysie Majoration dyspnée Mort
## highest: Hémoptysie Majoration dyspnée Mort Pneumonie Pneumothorax
##
## Exacerbation BPCO (7, 0.412), Autre (1, 0.059), Hémoptysie (1, 0.059),
## Majoration dyspnée (1, 0.059), Mort (2, 0.118), Pneumonie (1, 0.059),
## Pneumothorax (4, 0.235)
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct
## 13 43 13
##
## lowest : 01/03/2022 01/10/2019 06/05/2022 07/04/2020 07/10/2019
## highest: 17/10/2021 18/09/2020 25/07/2019 27/07/2021 29/06/2019
##
## 01/03/2022 (1, 0.077), 01/10/2019 (1, 0.077), 06/05/2022 (1, 0.077), 07/04/2020
## (1, 0.077), 07/10/2019 (1, 0.077), 09/02/2019 (1, 0.077), 09/12/2020 (1,
## 0.077), 16/06/2021 (1, 0.077), 17/10/2021 (1, 0.077), 18/09/2020 (1, 0.077),
## 25/07/2019 (1, 0.077), 27/07/2021 (1, 0.077), 29/06/2019 (1, 0.077)
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 13 43 9 0.984 12.62 16.56
##
## lowest : 0 2 3 4 6, highest: 6 7 28 30 48
##
## Value 0 2 3 4 6 7 28 30 48
## Frequency 3 1 1 1 2 1 1 2 1
## Proportion 0.231 0.077 0.077 0.077 0.154 0.077 0.077 0.154 0.077
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct
## 17 39 17
##
## lowest : aerosols AEROSOLS 4SEM AEROSOLS CTC ATB atb ctc
## highest: O2, atb Pneumothorax, drainé, tamponnade gazeuse avec deces retrait valves SUR GRANULOME, ENDOS SURVEILLANCE
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 41 0.999 1036 392.6 604.5 639.0
## .25 .50 .75 .90 .95
## 802.5 945.0 1200.0 1410.0 1732.0
##
## lowest : 500 520 600 610 630, highest: 1500 1600 1840 1900 2630
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 29 0.998 38.45 13.54 22.00 23.90
## .25 .50 .75 .90 .95
## 30.50 36.00 43.75 56.10 60.00
##
## lowest : 21 22 23 24 25, highest: 56 57 60 62 76
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 38 0.999 182 305.8 -200.0 -141.0
## .25 .50 .75 .90 .95
## -7.5 180.0 320.0 410.0 505.5
##
## lowest : -390 -320 -200 -150 -140, highest: 400 500 510 520 1830
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 49 7 46 1 2506 788.6 1442 1674
## .25 .50 .75 .90 .95
## 2080 2470 2980 3320 3492
##
## lowest : 1310 1400 1430 1460 1610, highest: 3400 3450 3520 3630 5200
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 49 7 39 0.999 76.96 23.67 46.0 51.0
## .25 .50 .75 .90 .95
## 60.8 78.0 91.0 105.2 107.2
##
## lowest : 38 43 44 49 51, highest: 105 106 108 116 129
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 49 7 48 1 447.1 741.3 -408 -288
## .25 .50 .75 .90 .95
## -50 300 840 1254 1530
##
## lowest : -870 -550 -440 -360 -320, highest: 1310 1410 1610 1760 2630
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 46 1 7668 1636 5600 5874
## .25 .50 .75 .90 .95
## 6452 7520 8788 9804 9901
##
## lowest : 5300 5600 5640 5900 5940, highest: 9840 9890 9910 10140 10400
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 32 0.997 130.3 17.14 111.9 115.8
## .25 .50 .75 .90 .95
## 123.0 130.0 138.5 149.1 152.6
##
## lowest : 43 106 111 113 114, highest: 150 152 153 158 167
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 50 6 45 1 -299.9 681.9 -1111.0 -1014.0
## .25 .50 .75 .90 .95
## -847.5 -220.5 185.0 400.0 498.3
##
## lowest : -1570 -1530 -1120 -1100 -1050, highest: 400 440 546 580 1060
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 47 1 4810 1420 2790 3316
## .25 .50 .75 .90 .95
## 4000 4705 5512 6424 6827
##
## lowest : 2100 2620 2700 2900 3190, highest: 6640 6750 6890 7110 8660
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 42 1 221.1 47.75 164.0 173.0
## .25 .50 .75 .90 .95
## 188.0 217.5 246.0 277.3 298.1
##
## lowest : 137 150 164 173 176, highest: 280 297 299 310 313
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 48 1 -704.6 1061 -2177.0 -1941.0
## .25 .50 .75 .90 .95
## -1252.5 -605.0 -137.5 312.0 843.5
##
## lowest : -2620 -2380 -2240 -2100 -2040, highest: 420 640 1010 1120 1960
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 40 16 37 1 390.4 131.7 180.0 245.0
## .25 .50 .75 .90 .95
## 313.5 398.5 471.2 506.8 581.3
##
## lowest : 160 180 200 250 265, highest: 505 523 579 625 630
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 40 16 18 0.992 83.05 6.331 73.85 76.90
## .25 .50 .75 .90 .95
## 79.00 84.00 85.75 90.10 92.00
##
## lowest : 70 71 74 76 77, highest: 88 89 90 91 92
##
## Value 70 71 74 76 77 78 79 80 81 82 83
## Frequency 1 1 1 1 2 1 4 3 1 2 2
## Proportion 0.025 0.025 0.025 0.025 0.050 0.025 0.100 0.075 0.025 0.050 0.050
##
## Value 84 85 88 89 90 91 92
## Frequency 5 6 1 3 2 1 3
## Proportion 0.125 0.150 0.025 0.075 0.050 0.025 0.075
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd .05 .10
## 40 16 12 0.973 6.037 1.983 3.00 3.95
## .25 .50 .75 .90 .95
## 5.00 6.00 8.00 8.00 8.05
##
## lowest : 2.5 3.0 3.5 4.0 4.5, highest: 6.0 7.0 7.5 8.0 9.0
##
## Value 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0 7.0 7.5 8.0
## Frequency 1 2 1 2 3 6 1 9 3 1 9
## Proportion 0.025 0.050 0.025 0.050 0.075 0.150 0.025 0.225 0.075 0.025 0.225
##
## Value 9.0
## Frequency 2
## Proportion 0.050
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 40 16 40 1 41.83 116.9 -125.90 -53.30
## .25 .50 .75 .90 .95
## -17.75 52.50 89.25 160.50 170.50
##
## lowest : -230 -219 -121 -92 -49, highest: 160 165 170 180 442
## --------------------------------------------------------------------------------
## mMRC_1
## n missing distinct Info Mean Gmd
## 41 15 4 0.892 2.098 1.068
##
## Value 1 2 3 4
## Frequency 15 9 15 2
## Proportion 0.366 0.220 0.366 0.049
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 50 6 33 0.998 22.62 4.235 16.45 18.45
## .25 .50 .75 .90 .95
## 20.18 22.70 25.00 26.64 29.27
##
## lowest : 14.0 15.2 16.0 17.0 18.0, highest: 27.0 29.0 29.5 31.0 32.0
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 39 17 9 0.972 3.923 2.081
##
## lowest : 0 1 2 3 4, highest: 4 5 6 7 8
##
## Value 0 1 2 3 4 5 6 7 8
## Frequency 1 1 8 7 8 5 6 2 1
## Proportion 0.026 0.026 0.205 0.179 0.205 0.128 0.154 0.051 0.026
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 28 28 6
##
## lowest : Exacerbation BPCO Douleurs thoraciques Engluement valve Majoration dyspnée Pneumonie
## highest: Douleurs thoraciques Engluement valve Majoration dyspnée Pneumonie Pneumothorax
##
## Value Exacerbation BPCO Douleurs thoraciques Engluement valve
## Frequency 10 4 3
## Proportion 0.357 0.143 0.107
##
## Value Majoration dyspnée Pneumonie Pneumothorax
## Frequency 7 2 2
## Proportion 0.250 0.071 0.071
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 8 48 5
##
## lowest : Exacerbation BPCO Autre Engluement valve Majoration dyspnée Pneumonie
## highest: Exacerbation BPCO Autre Engluement valve Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre Engluement valve
## Frequency 3 1 1
## Proportion 0.375 0.125 0.125
##
## Value Majoration dyspnée Pneumonie
## Frequency 2 1
## Proportion 0.250 0.125
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct
## 26 30 26
##
## lowest : 1 exa, en rehab // retrait valves ABCES PULMONAIRE, RETENTIONNEL, RETRAIT 5 VALVES, DERNIERE VALVE NON RETROUVEE AEROSOLS AEROSOLS DOMICILE atb au domicile, multiples exacerbation chez un patient colo à achromo
## highest: REVISION VALVE ET TRT LSG en 2 temps mars et jein 2021, ajout 5 valves révision valves : remplacement de 2 valves non fonctionnelles surinf bronchique à repet SURINF PYO, ATB VALVES DYSFONCTIONNELLES, 1 REMPLAC2E PAR 2
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 30 26 23 0.998 957 356.7 494.5 500.0
## .25 .50 .75 .90 .95
## 725.0 960.0 1100.0 1303.0 1341.0
##
## lowest : 490 500 600 650 700, highest: 1250 1300 1330 1350 1900
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 18 0.994 35.5 13.78 18.35 19.70
## .25 .50 .75 .90 .95
## 26.75 36.00 41.00 56.00 56.65
##
## lowest : 17 18 19 20 23, highest: 43 48 56 57 59
##
## Value 17 18 19 20 23 26 27 28 30 34 36
## Frequency 1 1 1 1 1 2 1 1 3 1 2
## Proportion 0.036 0.036 0.036 0.036 0.036 0.071 0.036 0.036 0.107 0.036 0.071
##
## Value 38 41 43 48 56 57 59
## Frequency 4 3 1 1 2 1 1
## Proportion 0.143 0.107 0.036 0.036 0.071 0.036 0.036
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 30 26 23 0.998 111.3 259.6 -222.0 -173.0
## .25 .50 .75 .90 .95
## -45.0 125.0 252.5 390.0 412.0
##
## lowest : -500 -240 -200 -170 -110, highest: 350 370 390 430 550
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 26 0.999 2314 597.8 1654 1707
## .25 .50 .75 .90 .95
## 1930 2310 2652 2983 3196
##
## lowest : 1480 1630 1700 1710 1730, highest: 2710 2950 3060 3270 3600
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 24 0.999 71.75 24.61 41.7 45.8
## .25 .50 .75 .90 .95
## 55.0 67.5 84.5 102.5 106.6
##
## lowest : 40 41 43 47 48, highest: 94 101 106 107 108
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 27 1 306 752.9 -796.0 -651.0
## .25 .50 .75 .90 .95
## 17.5 285.0 715.0 1023.0 1127.5
##
## lowest : -1230 -810 -770 -600 -200, highest: 910 1020 1030 1180 2060
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 28 1 7823 1798 5779 6101
## .25 .50 .75 .90 .95
## 6475 7650 8925 9789 10321
##
## lowest : 5150 5730 5870 6200 6310, highest: 9430 9600 10230 10370 10800
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 24 0.999 139.3 27.1 114.0 116.1
## .25 .50 .75 .90 .95
## 123.5 133.5 144.0 155.9 161.2
##
## lowest : 107.0 114.0 117.0 120.0 121.0, highest: 153.7 155.0 158.0 163.0 294.0
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 26 0.999 -228.8 754.1 -1261.5 -1032.0
## .25 .50 .75 .90 .95
## -805.0 -225.0 286.5 575.0 616.5
##
## lowest : -1530 -1370 -1060 -1020 -911, highest: 500 560 610 620 1060
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 26 0.999 5054 1756 3142 3200
## .25 .50 .75 .90 .95
## 3968 4810 6168 6946 7392
##
## lowest : 2860 3110 3200 3300 3570, highest: 6340 6880 7100 7550 8900
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 27 1 221.6 63.19 160.4 164.4
## .25 .50 .75 .90 .95
## 181.2 211.0 259.0 290.8 302.8
##
## lowest : 88 159 163 165 172, highest: 281 289 295 307 334
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 28 28 26 0.999 -548.9 1265 -1983.5 -1681.0
## .25 .50 .75 .90 .95
## -1300.0 -490.0 22.5 724.0 825.5
##
## lowest : -2910 -2120 -1730 -1660 -1600, highest: 590 700 780 850 2790
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 21 35 12 0.987 83.67 6.676 77 79
## .25 .50 .75 .90 .95
## 80 82 88 90 92
##
## lowest : 69 77 79 80 81, highest: 88 89 90 92 94
##
## Value 69 77 79 80 81 82 86 88 89 90 92
## Frequency 1 1 1 4 3 2 1 3 1 2 1
## Proportion 0.048 0.048 0.048 0.190 0.143 0.095 0.048 0.143 0.048 0.095 0.048
##
## Value 94
## Frequency 1
## Proportion 0.048
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd .05 .10
## 21 35 21 1 406 168 219 228
## .25 .50 .75 .90 .95
## 339 393 480 588 633
##
## lowest : 28 219 228 285 331, highest: 498 560 588 633 660
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 20 36 7 0.959 7.125 1.934
##
## lowest : 2.0 5.0 7.0 7.5 8.0, highest: 7.0 7.5 8.0 8.5 9.0
##
## Value 2.0 5.0 7.0 7.5 8.0 8.5 9.0
## Frequency 1 4 3 1 6 2 3
## Proportion 0.05 0.20 0.15 0.05 0.30 0.10 0.15
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 45 11 4 0.798 1.844 1.434
##
## Value 0 1 2 3
## Frequency 14 4 2 25
## Proportion 0.311 0.089 0.044 0.556
## --------------------------------------------------------------------------------
## Gain.TM6_2
## n missing distinct Info Mean Gmd .05 .10
## 21 35 21 1 30.62 123.3 -136 -84
## .25 .50 .75 .90 .95
## -72 58 118 159 180
##
## lowest : -155 -136 -84 -80 -77, highest: 120 126 159 180 187
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 26 30 4 0.933 2.346 1.283
##
## Value 1 2 3 4
## Frequency 8 6 7 5
## Proportion 0.308 0.231 0.269 0.192
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 29 27 24 0.998 23.12 5.103 15.92 18.12
## .25 .50 .75 .90 .95
## 20.50 23.00 25.50 29.00 30.20
##
## lowest : 14.0 15.2 17.0 18.4 18.5, highest: 27.0 27.1 29.0 31.0 32.0
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 21 35 8 0.966 4.048 2.829
##
## lowest : 1 2 3 5 6, highest: 5 6 7 8 10
##
## Value 1 2 3 5 6 7 8 10
## Frequency 2 6 4 3 2 2 1 1
## Proportion 0.095 0.286 0.190 0.143 0.095 0.095 0.048 0.048
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct
## 12 44 5
##
## lowest : Exacerbation BPCO Autre Hémoptysie Majoration dyspnée Pneumonie
## highest: Exacerbation BPCO Autre Hémoptysie Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre Hémoptysie
## Frequency 6 2 1
## Proportion 0.500 0.167 0.083
##
## Value Majoration dyspnée Pneumonie
## Frequency 1 2
## Proportion 0.083 0.167
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct
## 2 54 2
##
## Value Migration valve Pneumothorax
## Frequency 1 1
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 56 0 2
##
## Value Non Oui
## Frequency 43 13
## Proportion 0.768 0.232
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 56 0 3
##
## Value Non retrait complet retrait partiel
## Frequency 43 7 6
## Proportion 0.768 0.125 0.107
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd .05 .10
## 13 43 13 1 8.748 7.3 1.520 1.686
## .25 .50 .75 .90 .95
## 4.330 7.030 13.370 16.924 17.738
##
## lowest : 1.40 1.60 2.03 4.33 5.17, highest: 12.77 13.37 16.50 17.03 18.80
##
## Value 1.40 1.60 2.03 4.33 5.17 5.37 7.03 8.33 12.77 13.37 16.50
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 17.03 18.80
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 13 43 13
##
## lowest : ABCES PULM 5/6 RETIREES Dégradation post T2, retrait 1 valves DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG EFR et dyspnée inchangés Hemopt et projet de greffe
## highest: MAJ DYSPNEE, DEGRADATION VEMS, TOUX PAS D AMELIORATION CLINIQUE, PAS D ATELECTASIE,GRANDE SCISSURE PERMEABLE PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE PNO DRAINE ET PNP PNO LES 2 FOIS
## --------------------------------------------------------------------------------Total : patients non traités par valves
Description de tous les patients n’ayant pas été traités par valves
NoValves_total <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/NoValves_total.csv", stringsAsFactors=TRUE)summary(NoValves_total)## Groupe age_Cs_initiale Sexe Adressé_par Vu_en_Cs Vu_en_HDS
## Groupe_1: 24 Min. :44.71 F:55 : 1 : 1 : 1
## Groupe_2:111 1st Qu.:56.14 H:80 Hopital public:40 Non: 24 Non:38
## Median :63.30 Privé :49 Oui:110 Oui:96
## Mean :62.57 Suivi CHUT :23
## 3rd Qu.:69.54 Ville :22
## Max. :82.24
##
## Critères_AMM_remplis Pose_valves Nbre.de.raison
## Non:55 Non:135 Min. :1.000
## Oui:80 1st Qu.:1.000
## Median :2.000
## Mean :1.836
## 3rd Qu.:2.000
## Max. :4.000
## NA's :1
## Raison_non.pose_1
## : 1
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7 : 4
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 :57
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse :14
## 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5:28
## 4 Raison scissure perméable : StratX 1/ Chartis 2 :27
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 4
## Raison_non.pose_2
## :57
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 :28
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse :20
## 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5:18
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 7
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 5
##
## Raison_non.pose_3
## :105
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 : 7
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 10
## 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5: 9
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 2
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 2
##
## Raison_non.pose_4
## :130
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 : 1
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 1
## 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5: 3
##
##
##
## Raison_clinique_1
## :65
## Raison clinique : Exacerbation :26
## Raison clinique : peu symptomatique (mMRC trop elevé):13
## Raison clinique : Pas de rehab : 7
## Raison clinique : Refus du patient : 7
## Raison clinique : Atcd chir : 7
## (Other) :10
## Raison.clinique_2
## :115
## Raison clinique : Pas de rehab : 10
## Raison clinique : Refus du patient : 3
## Raison clinique : Exacerbation : 3
## Raison clinique : peu symptomatique (mMRC trop elevé): 3
## Raison clinique :Tabac actif 2 : 1
##
## Raison.clinique_3
## :132
## Raison clinique : AEG : 1
## Raison clinique : peu symptomatique (mMRC trop elevé): 1
## Raison clinique :Traitement non optimal : 1
##
##
##
## Raison_paraclinique._EFR_1
## :99
## Raison paraclinique EFR : DLCO trop basse: 2
## Raison paraclinique EFR : TM6 trop altéré: 4
## Raison paraclinique EFR : VEMS trop bas : 2
## Raison paraclinique EFR : VEMS trop élevé:12
## Raison paraclinique EFR :VR trop bas :16
##
## Raison_paraclinique._EFR_2
## :125
## Raison paraclinique EFR : DLCO trop basse: 1
## Raison paraclinique EFR : TM6 trop altéré: 3
## Raison paraclinique EFR : VEMS trop élevé: 1
## Raison paraclinique EFR :VR trop bas : 5
##
##
## Raison_paraclinique._Imagerie_1
## :81
## Raison paraclinique imagerie : bulle lobe ipsilatéral : 5
## Raison paraclinique imagerie : nodule suspect : 6
## Raison paraclinique imagerie : pas de cible TDM :12
## Raison paraclinique imagerie : pas de cible TDM-scinti :26
## Raison paraclinique imagerie :pas de cible scinti seule: 5
##
## Raison_paraclinique._Imagerie_2
## :131
## Raison paraclinique imagerie : nodule suspect : 2
## Raison paraclinique imagerie : pas de cible TDM-scinti : 1
## Raison paraclinique imagerie :pas de cible scinti seule: 1
##
##
##
## Raison_scissure_perméable
## :99
## 14 Raison scissure perméable : StratX 1/ Chartis 2: 1
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 1
## Raison scissure perméable : Chartis :14
## Raison scissure perméable : StratX :20
##
##
## Raison_clinique_cardio
## :124
## Raison clinique cardio : Cardiopathie: 3
## Raison clinique cardio : HTAP : 8
##
##
##
##
## Antécédents Satut_Tabagique
## :111 : 2
## Antécédents : cancer pulmonaire ou nodule : 2 actif : 10
## Antécédents : cardiopathie : 11 Non_fumeur: 6
## Antécédents : HTAP : 5 Sevré :117
## Antécédents : pneumonie : 6
##
##
## Déficit_alpha taille poids BMI
## : 2 Min. :1.500 Min. : 38.00 Min. :14.84
## Non:123 1st Qu.:1.613 1st Qu.: 57.00 1st Qu.:20.05
## Oui: 10 Median :1.690 Median : 65.00 Median :22.81
## Mean :1.684 Mean : 66.25 Mean :23.24
## 3rd Qu.:1.750 3rd Qu.: 73.75 3rd Qu.:25.74
## Max. :1.900 Max. :120.00 Max. :40.04
## NA's :13 NA's :13 NA's :11
## Stade_BPCO_GOLD_VEMS Stade_BPCO_Gold._ABCD Exacerbateur..2an DDB
## Min. :1.000 : 3 : 2 : 5
## 1st Qu.:3.000 A : 5 Non:91 Non:119
## Median :3.000 A OU B: 4 Oui:42 Oui: 11
## Mean :3.274 B :79
## 3rd Qu.:4.000 C : 2
## Max. :4.000 D :42
##
## Score.MMRC_0 Distention.thoracique_VR.175 Emphysème_hétérogène_.scan
## Min. :0.000 : 6 : 3
## 1st Qu.:2.000 Non: 18 Non:48
## Median :3.000 Oui:111 Oui:84
## Mean :2.683
## 3rd Qu.:3.000
## Max. :4.000
## NA's :12
## Ttt_BPCO_médicamenteux OLD Réhab_réalisée
## : 14 : 7 : 9
## Non : 9 Effort:25 ACTIF :11
## Oui :111 Non :48 Apres dressage: 5
## PAS D ANTICHOLINERGIQUE: 1 Repos :55 Non :24
## Oui :86
##
##
## Intervention_ttt_emphysème_préalable Rsltats_scanr_STRATX
## : 1 Pas de cible:37
## Non :130 LSD :24
## Oui : 2 LSD_LSG :17
## RESECTION APICALE SUR PNO: 1 :10
## SYMPHYSE G POUR PNO : 1 LIG :10
## LSG :10
## (Other) :27
## Résultats_StratX Résultats.scinti pourc_perfusion_lobe_traité
## :48 pas de cible:39 Min. : 1.00
## sissures étanches :35 :32 1st Qu.: 3.00
## sissures incompletes :16 LSD_LSG :18 Median :10.30
## sissures intermediare:36 LSD :16 Mean :10.93
## LIG :13 3rd Qu.:14.50
## LID : 4 Max. :38.00
## (Other) :13 NA's :114
## Stratx...Homogène..15.0_Hétérogène.1 TM6_.m._0 TM6_.nadir.sat.PCT._0
## :47 Min. : 0.0 Min. :38.00
## Hètérogène:42 1st Qu.:217.2 1st Qu.:79.00
## Homogène :46 Median :336.0 Median :84.00
## Mean :322.4 Mean :83.18
## 3rd Qu.:456.5 3rd Qu.:88.75
## Max. :650.0 Max. :95.00
## NA's :29 NA's :29
## TM6_.score.Borg._0 BODE_calcul_0 ETT PaO2_AA.mmHg._0
## Min. : 0.000 Min. : 0.000 :35 Min. :35.00
## 1st Qu.: 5.000 1st Qu.: 4.000 Autre anomalie: 7 1st Qu.:62.00
## Median : 7.000 Median : 6.000 HTAP :19 Median :67.90
## Mean : 6.649 Mean : 5.615 Normale :74 Mean :67.19
## 3rd Qu.: 8.000 3rd Qu.: 7.000 3rd Qu.:73.00
## Max. :10.000 Max. :10.000 Max. :90.00
## NA's :34 NA's :31 NA's :44
## PaCO2_.mmHg._0 VEMS._mL_0 VEMS_PCT_0 VR_ml_0 VR_PCT_0
## Min. :28.50 Min. : 400.0 Min. :13.00 Min. :1810 : 7
## 1st Qu.:35.00 1st Qu.: 690.0 1st Qu.:27.00 1st Qu.:3900 250 : 5
## Median :38.00 Median : 900.0 Median :33.00 Median :4760 183 : 4
## Mean :39.29 Mean : 996.8 Mean :35.78 Mean :4825 240 : 4
## 3rd Qu.:42.35 3rd Qu.:1200.0 3rd Qu.:42.00 3rd Qu.:5868 244 : 4
## Max. :59.00 Max. :2400.0 Max. :92.00 Max. :9800 213 : 3
## NA's :40 NA's :16 NA's :2 NA's :29 (Other):108
## CVF_ml_0 CVF_PCT_0 CPT_ml_0 CPT_PCT_0
## Min. : 950 Min. : 35.00 Min. : 10 Min. : 69.0
## 1st Qu.:1730 1st Qu.: 54.00 1st Qu.: 6200 1st Qu.:117.8
## Median :2205 Median : 68.00 Median : 7400 Median :132.0
## Mean :2372 Mean : 70.77 Mean : 7302 Mean :130.8
## 3rd Qu.:2905 3rd Qu.: 85.00 3rd Qu.: 8615 3rd Qu.:143.2
## Max. :5000 Max. :135.00 Max. :11000 Max. :179.0
## NA's :23 NA's :20 NA's :27 NA's :23
## VR_CPT_0 DLCO_PCT_0 Nbre_valves_posées Résultats_Chartis
## Min. :20.00 Min. :17.00 Min. :0 :126
## 1st Qu.:56.00 1st Qu.:27.00 1st Qu.:0 Incomplet: 9
## Median :63.00 Median :33.50 Median :0
## Mean :62.68 Mean :35.39 Mean :0
## 3rd Qu.:71.00 3rd Qu.:41.00 3rd Qu.:0
## Max. :86.00 Max. :89.00 Max. :0
## NA's :28 NA's :35 NA's :4describe(NoValves_total)## NoValves_total
##
## 63 Variables 135 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct
## 135 0 2
##
## Value Groupe_1 Groupe_2
## Frequency 24 111
## Proportion 0.178 0.822
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 135 0 133 1 62.57 10.04 48.09 50.21
## .25 .50 .75 .90 .95
## 56.14 63.30 69.54 72.43 77.16
##
## lowest : 44.71 46.38 46.64 46.77 47.17, highest: 77.84 78.00 79.12 81.12 82.24
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 135 0 2
##
## Value F H
## Frequency 55 80
## Proportion 0.407 0.593
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 135 0 5
##
## lowest : Hopital public Privé Suivi CHUT Ville
## highest: Hopital public Privé Suivi CHUT Ville
##
## Value Hopital public Privé Suivi CHUT
## Frequency 1 40 49 23
## Proportion 0.007 0.296 0.363 0.170
##
## Value Ville
## Frequency 22
## Proportion 0.163
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 1 24 110
## Proportion 0.007 0.178 0.815
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 1 38 96
## Proportion 0.007 0.281 0.711
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 135 0 2
##
## Value Non Oui
## Frequency 55 80
## Proportion 0.407 0.593
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 135 0 1 Non
##
## Value Non
## Frequency 135
## Proportion 1
## --------------------------------------------------------------------------------
## Nbre.de.raison
## n missing distinct Info Mean Gmd
## 134 1 4 0.873 1.836 0.915
##
## Value 1 2 3 4
## Frequency 57 47 25 5
## Proportion 0.425 0.351 0.187 0.037
## --------------------------------------------------------------------------------
## Raison_non.pose_1
## n missing distinct
## 135 0 7
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_2
## n missing distinct
## 135 0 6
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_3
## n missing distinct
## 135 0 6
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_4
## n missing distinct
## 135 0 4
##
## --------------------------------------------------------------------------------
## Raison_clinique_1
## n missing distinct
## 135 0 9
##
## lowest : Raison clinique : Pas de rehab Raison clinique : Refus du patient Raison clinique : AEG Raison clinique : Atcd chir
## highest: Raison clinique : Atcd chir Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé) Raison clinique :Tabac actif 2 Raison clinique :Traitement non optimal
## --------------------------------------------------------------------------------
## Raison.clinique_2
## n missing distinct
## 135 0 6
##
## lowest : Raison clinique : Pas de rehab Raison clinique : Refus du patient Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé)
## highest: Raison clinique : Pas de rehab Raison clinique : Refus du patient Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé) Raison clinique :Tabac actif 2
## --------------------------------------------------------------------------------
## Raison.clinique_3
## n missing distinct
## 135 0 4
##
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_1
## n missing distinct
## 135 0 6
##
## lowest : Raison paraclinique EFR : DLCO trop basse Raison paraclinique EFR : TM6 trop altéré Raison paraclinique EFR : VEMS trop bas Raison paraclinique EFR : VEMS trop élevé
## highest: Raison paraclinique EFR : DLCO trop basse Raison paraclinique EFR : TM6 trop altéré Raison paraclinique EFR : VEMS trop bas Raison paraclinique EFR : VEMS trop élevé Raison paraclinique EFR :VR trop bas
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_2
## n missing distinct
## 135 0 5
##
## lowest : Raison paraclinique EFR : DLCO trop basse Raison paraclinique EFR : TM6 trop altéré Raison paraclinique EFR : VEMS trop élevé Raison paraclinique EFR :VR trop bas
## highest: Raison paraclinique EFR : DLCO trop basse Raison paraclinique EFR : TM6 trop altéré Raison paraclinique EFR : VEMS trop élevé Raison paraclinique EFR :VR trop bas
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_1
## n missing distinct
## 135 0 6
##
## lowest : Raison paraclinique imagerie : bulle lobe ipsilatéral Raison paraclinique imagerie : nodule suspect Raison paraclinique imagerie : pas de cible TDM Raison paraclinique imagerie : pas de cible TDM-scinti
## highest: Raison paraclinique imagerie : bulle lobe ipsilatéral Raison paraclinique imagerie : nodule suspect Raison paraclinique imagerie : pas de cible TDM Raison paraclinique imagerie : pas de cible TDM-scinti Raison paraclinique imagerie :pas de cible scinti seule
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_2
## n missing distinct
## 135 0 4
##
## --------------------------------------------------------------------------------
## Raison_scissure_perméable
## n missing distinct
## 135 0 5
##
## lowest : 14 Raison scissure perméable : StratX 1/ Chartis 2 4 Raison scissure perméable : StratX 1/ Chartis 2 Raison scissure perméable : Chartis Raison scissure perméable : StratX
## highest: 14 Raison scissure perméable : StratX 1/ Chartis 2 4 Raison scissure perméable : StratX 1/ Chartis 2 Raison scissure perméable : Chartis Raison scissure perméable : StratX
## --------------------------------------------------------------------------------
## Raison_clinique_cardio
## n missing distinct
## 135 0 3
##
## (124, 0.919), Raison clinique cardio : Cardiopathie (3, 0.022), Raison clinique
## cardio : HTAP (8, 0.059)
## --------------------------------------------------------------------------------
## Antécédents
## n missing distinct
## 135 0 5
##
## lowest : Antécédents : cancer pulmonaire ou nodule Antécédents : cardiopathie Antécédents : HTAP Antécédents : pneumonie
## highest: Antécédents : cancer pulmonaire ou nodule Antécédents : cardiopathie Antécédents : HTAP Antécédents : pneumonie
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 135 0 4
##
## Value actif Non_fumeur Sevré
## Frequency 2 10 6 117
## Proportion 0.015 0.074 0.044 0.867
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 2 123 10
## Proportion 0.015 0.911 0.074
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 122 13 34 0.998 1.684 0.09729 1.551 1.580
## .25 .50 .75 .90 .95
## 1.613 1.690 1.750 1.800 1.820
##
## lowest : 1.50 1.51 1.53 1.54 1.55, highest: 1.81 1.82 1.83 1.84 1.90
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 122 13 48 0.999 66.25 16.17 44.00 48.10
## .25 .50 .75 .90 .95
## 57.00 65.00 73.75 80.90 89.80
##
## lowest : 38.0 42.0 43.0 44.0 44.1, highest: 97.0 100.0 109.0 119.0 120.0
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 124 11 113 1 23.24 4.946 16.59 18.51
## .25 .50 .75 .90 .95
## 20.05 22.81 25.74 28.10 31.58
##
## lowest : 14.84 15.41 15.44 15.62 15.92, highest: 32.05 33.59 35.15 37.04 40.04
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 135 0 4 0.825 3.274 0.7264
##
## Value 1 2 3 4
## Frequency 2 14 64 55
## Proportion 0.015 0.104 0.474 0.407
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 135 0 6
##
## lowest : A A OU B B C , highest: A A OU B B C D
##
## Value A A OU B B C D
## Frequency 3 5 4 79 2 42
## Proportion 0.022 0.037 0.030 0.585 0.015 0.311
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 2 91 42
## Proportion 0.015 0.674 0.311
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 5 119 11
## Proportion 0.037 0.881 0.081
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 123 12 5 0.892 2.683 1.005
##
## lowest : 0 1 2 3 4, highest: 0 1 2 3 4
##
## Value 0 1 2 3 4
## Frequency 2 11 34 53 23
## Proportion 0.016 0.089 0.276 0.431 0.187
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 6 18 111
## Proportion 0.044 0.133 0.822
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 135 0 3
##
## Value Non Oui
## Frequency 3 48 84
## Proportion 0.022 0.356 0.622
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct
## 135 0 4
##
## Value Non
## Frequency 14 9
## Proportion 0.104 0.067
##
## Value Oui PAS D ANTICHOLINERGIQUE
## Frequency 111 1
## Proportion 0.822 0.007
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 135 0 4
##
## Value Effort Non Repos
## Frequency 7 25 48 55
## Proportion 0.052 0.185 0.356 0.407
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 135 0 5
##
## lowest : ACTIF Apres dressage Non Oui
## highest: ACTIF Apres dressage Non Oui
##
## Value ACTIF Apres dressage Non
## Frequency 9 11 5 24
## Proportion 0.067 0.081 0.037 0.178
##
## Value Oui
## Frequency 86
## Proportion 0.637
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 135 0 5
##
## lowest : Non Oui RESECTION APICALE SUR PNO SYMPHYSE G POUR PNO
## highest: Non Oui RESECTION APICALE SUR PNO SYMPHYSE G POUR PNO
##
## (1, 0.007), Non (130, 0.963), Oui (2, 0.015), RESECTION APICALE SUR PNO (1,
## 0.007), SYMPHYSE G POUR PNO (1, 0.007)
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 135 0 13
##
## lowest : LID LID_LIG LIG LM
## highest: LSD_LSD LM_LSG LSD_LSG LSG LSG_LM Pas de cible
##
## (10, 0.074), LID (8, 0.059), LID_LIG (7, 0.052), LIG (10, 0.074), LM (1,
## 0.007), LSD (24, 0.178), LSD LM (6, 0.044), LSD_LSD LM (2, 0.015), LSD_LSD
## LM_LSG (2, 0.015), LSD_LSG (17, 0.126), LSG (10, 0.074), LSG_LM (1, 0.007), Pas
## de cible (37, 0.274)
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 135 0 4
##
## Value sissures étanches sissures incompletes
## Frequency 48 35 16
## Proportion 0.356 0.259 0.119
##
## Value sissures intermediare
## Frequency 36
## Proportion 0.267
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 135 0 12
##
## lowest : LID LID_LIG LIG LM
## highest: LSD LM_LSG LSD_LIG LSD_LSG LSG pas de cible
##
## (32, 0.237), LID (4, 0.030), LID_LIG (4, 0.030), LIG (13, 0.096), LM (1,
## 0.007), LSD (16, 0.119), LSD LM (3, 0.022), LSD LM_LSG (1, 0.007), LSD_LIG (1,
## 0.007), LSD_LSG (18, 0.133), LSG (3, 0.022), pas de cible (39, 0.289)
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 21 114 18 0.998 10.93 10.05 1.0 1.3
## .25 .50 .75 .90 .95
## 3.0 10.3 14.5 22.0 24.0
##
## lowest : 1.0 1.3 1.5 2.0 3.0, highest: 15.0 17.0 22.0 24.0 38.0
##
## Value 1.0 1.3 1.5 2.0 3.0 4.0 6.0 9.0 10.0 10.3 11.0
## Frequency 2 1 1 1 1 1 1 1 1 1 2
## Proportion 0.095 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.095
##
## Value 14.0 14.5 15.0 17.0 22.0 24.0 38.0
## Frequency 2 1 1 1 1 1 1
## Proportion 0.095 0.048 0.048 0.048 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 135 0 3
##
## Value Hètérogène Homogène
## Frequency 47 42 46
## Proportion 0.348 0.311 0.341
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 106 29 90 1 322.4 180.3 48.75 106.50
## .25 .50 .75 .90 .95
## 217.25 336.00 456.50 523.00 551.75
##
## lowest : 0 30 40 42 43, highest: 558 576 585 590 650
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 106 29 29 0.998 83.18 8.165 72.00 75.00
## .25 .50 .75 .90 .95
## 79.00 84.00 88.75 91.50 93.00
##
## lowest : 38 62 66 69 71, highest: 91 92 93 94 95
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 101 34 16 0.986 6.649 2.484 3 4
## .25 .50 .75 .90 .95
## 5 7 8 9 10
##
## lowest : 0.0 1.0 2.0 3.0 3.5, highest: 7.5 8.0 8.5 9.0 10.0
##
## Value 0.0 1.0 2.0 3.0 3.5 4.0 5.0 5.5 6.0 6.5 7.0
## Frequency 1 1 2 4 2 8 12 1 9 5 13
## Proportion 0.010 0.010 0.020 0.040 0.020 0.079 0.119 0.010 0.089 0.050 0.129
##
## Value 7.5 8.0 8.5 9.0 10.0
## Frequency 1 19 4 11 8
## Proportion 0.010 0.188 0.040 0.109 0.079
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd .05 .10
## 104 31 11 0.973 5.615 2.298 2 3
## .25 .50 .75 .90 .95
## 4 6 7 8 9
##
## lowest : 0 1 2 3 4, highest: 6 7 8 9 10
##
## Value 0 1 2 3 4 5 6 7 8 9 10
## Frequency 2 1 4 5 17 21 24 10 10 7 3
## Proportion 0.019 0.010 0.038 0.048 0.163 0.202 0.231 0.096 0.096 0.067 0.029
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 135 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 35 7 19 74
## Proportion 0.259 0.052 0.141 0.548
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 91 44 56 0.999 67.19 11.41 51.5 53.9
## .25 .50 .75 .90 .95
## 62.0 67.9 73.0 79.0 86.0
##
## lowest : 35.0 44.0 45.0 50.4 51.0, highest: 83.0 86.0 88.8 89.0 90.0
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 95 40 50 0.997 39.29 6.755 31.00 32.00
## .25 .50 .75 .90 .95
## 35.00 38.00 42.35 47.90 49.58
##
## lowest : 28.5 28.7 30.5 31.0 32.0, highest: 50.0 51.0 53.0 57.0 59.0
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 119 16 62 0.998 996.8 460.8 500 598
## .25 .50 .75 .90 .95
## 690 900 1200 1612 1885
##
## lowest : 400 430 450 470 490, highest: 2000 2100 2160 2360 2400
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 133 2 50 0.999 35.78 14.54 19.0 21.2
## .25 .50 .75 .90 .95
## 27.0 33.0 42.0 55.8 61.0
##
## lowest : 13 14 15 18 19, highest: 67 68 70 82 92
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 106 29 75 1 4825 1560 2502 3090
## .25 .50 .75 .90 .95
## 3900 4760 5868 6355 6760
##
## lowest : 1810 1840 1910 2060 2240, highest: 7140 7230 7600 7900 9800
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct
## 135 0 93
##
## lowest : >150 100 128 133 , highest: 391 466 73 86 94
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 112 23 83 1 2372 982.6 1243 1400
## .25 .50 .75 .90 .95
## 1730 2205 2905 3700 3894
##
## lowest : 950 1090 1100 1140 1150, highest: 4330 4480 4500 4600 5000
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 115 20 64 0.999 70.77 23.86 40.7 46.4
## .25 .50 .75 .90 .95
## 54.0 68.0 85.0 100.2 109.5
##
## lowest : 35.0 37.5 38.0 39.0 40.0, highest: 108.0 113.0 123.0 124.0 135.0
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 108 27 77 1 7302 2084 4935 5546
## .25 .50 .75 .90 .95
## 6200 7400 8615 9505 9700
##
## lowest : 10 60 1060 1190 4240, highest: 9700 10180 10190 10510 11000
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 112 23 59 0.999 130.8 22.64 92.65 109.00
## .25 .50 .75 .90 .95
## 117.75 132.00 143.25 158.90 162.35
##
## lowest : 69 87 89 90 91, highest: 164 165 169 171 179
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 107 28 46 0.999 62.68 12.92 43.3 50.0
## .25 .50 .75 .90 .95
## 56.0 63.0 71.0 76.0 79.7
##
## lowest : 20 31 35 36 40, highest: 79 80 81 82 86
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 100 35 40 0.998 35.39 13 20.00 22.90
## .25 .50 .75 .90 .95
## 27.00 33.50 41.00 50.10 58.05
##
## lowest : 17 19 20 21 22, highest: 59 60 64 76 89
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd
## 131 4 1 0 0 0
##
## Value 0
## Frequency 131
## Proportion 1
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 135 0 2
##
## Value Incomplet
## Frequency 126 9
## Proportion 0.933 0.067
## --------------------------------------------------------------------------------1er groupe 01/01/2018->27/06/2019
Groupe 1 : total patients
Descriptif de tous les patients adressés entre le 01/01/2018 au 27/06/2019 pour un possible traitement par valves
Groupe1_total <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Groupe_1/Groupe1_total.csv", stringsAsFactors=TRUE)describe(Groupe1_total,num.desc=c("mean","median","sd","valid.n"),xname=NA,horizontal=FALSE)## Groupe1_total
##
## 121 Variables 42 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 42 0 1 Groupe_1
##
## Value Groupe_1
## Frequency 42
## Proportion 1
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 42 0 42 1 61.62 9.906 48.86 50.53
## .25 .50 .75 .90 .95
## 54.68 62.62 69.13 71.08 71.57
##
## lowest : 46.38 48.06 48.83 49.46 50.51, highest: 71.11 71.44 71.58 72.46 81.12
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 42 0 2
##
## Value F H
## Frequency 11 31
## Proportion 0.262 0.738
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 42 0 4
##
## Value Hopital public Privé Suivi CHUT Ville
## Frequency 16 11 8 7
## Proportion 0.381 0.262 0.190 0.167
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 5 37
## Proportion 0.119 0.881
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 5 37
## Proportion 0.119 0.881
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 12 30
## Proportion 0.286 0.714
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 24 18
## Proportion 0.571 0.429
## --------------------------------------------------------------------------------
## Nbre.de.raison
## n missing distinct Info Mean Gmd
## 24 18 4 0.847 1.75 0.9493
##
## Value 1 2 3 4
## Frequency 12 7 4 1
## Proportion 0.500 0.292 0.167 0.042
## --------------------------------------------------------------------------------
## Raison_non.pose_1
## n missing distinct
## 42 0 6
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_2
## n missing distinct
## 42 0 5
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_3
## n missing distinct
## 42 0 5
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_4
## n missing distinct
## 42 0 2
##
## --------------------------------------------------------------------------------
## Raison_clinique_1
## n missing distinct
## 42 0 6
##
## lowest : Raison clinique : Refus du patient Raison clinique : Atcd chir Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé)
## highest: Raison clinique : Refus du patient Raison clinique : Atcd chir Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé) Raison clinique :Tabac actif 2
## --------------------------------------------------------------------------------
## Raison.clinique_2
## n missing distinct
## 42 0 3
##
## Value Raison clinique : Pas de rehab
## Frequency 39 2
## Proportion 0.929 0.048
##
## Value Raison clinique : Exacerbation
## Frequency 1
## Proportion 0.024
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_1
## n missing distinct
## 42 0 3
##
## (37, 0.881), Raison paraclinique EFR : VEMS trop élevé (3, 0.071), Raison
## paraclinique EFR :VR trop bas (2, 0.048)
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_2
## n missing distinct
## 42 0 2
##
## Value
## Frequency 40
## Proportion 0.952
##
## Value Raison paraclinique EFR :VR trop bas
## Frequency 2
## Proportion 0.048
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_1
## n missing distinct
## 42 0 4
##
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_2
## n missing distinct
## 42 0 2
##
## Value
## Frequency 41
## Proportion 0.976
##
## Value Raison paraclinique imagerie : pas de cible TDM-scinti
## Frequency 1
## Proportion 0.024
## --------------------------------------------------------------------------------
## Raison_scissure_perméable
## n missing distinct
## 42 0 2
##
## Value
## Frequency 35
## Proportion 0.833
##
## Value Raison scissure perméable : Chartis
## Frequency 7
## Proportion 0.167
## --------------------------------------------------------------------------------
## Raison_clinique_cardio
## n missing distinct
## 42 0 3
##
## (38, 0.905), Raison clinique cardio : Cardiopathie (2, 0.048), Raison clinique
## cardio : HTAP (2, 0.048)
## --------------------------------------------------------------------------------
## Antécédents
## n missing distinct
## 42 0 5
##
## lowest : Antécédents : cancer pulmonaire ou nodule Antécédents : cardiopathie Antécédents : HTAP Antécédents : pneumonie
## highest: Antécédents : cancer pulmonaire ou nodule Antécédents : cardiopathie Antécédents : HTAP Antécédents : pneumonie
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 42 0 3
##
## Value actif Non_fumeur Sevré
## Frequency 3 1 38
## Proportion 0.071 0.024 0.905
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 39 3
## Proportion 0.929 0.071
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 41 1 23 0.997 1.713 0.09771 1.55 1.58
## .25 .50 .75 .90 .95
## 1.67 1.72 1.78 1.82 1.82
##
## lowest : 1.51 1.53 1.55 1.58 1.61, highest: 1.79 1.80 1.82 1.83 1.84
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 41 1 26 0.997 67.78 17.11 43 48
## .25 .50 .75 .90 .95
## 59 65 78 86 93
##
## lowest : 42 43 47 48 49, highest: 86 90 93 97 109
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 41 1 39 1 22.98 4.811 18.29 18.42
## .25 .50 .75 .90 .95
## 19.79 22.43 25.25 28.03 29.28
##
## lowest : 14.20 16.46 18.29 18.37 18.42, highest: 28.03 29.07 29.28 29.35 40.04
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 42 0 3 0.801 3.286 0.6597
##
## Value 2 3 4
## Frequency 4 22 16
## Proportion 0.095 0.524 0.381
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 42 0 4
##
## Value A B C D
## Frequency 1 29 1 11
## Proportion 0.024 0.690 0.024 0.262
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 30 12
## Proportion 0.714 0.286
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 38 4
## Proportion 0.905 0.095
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 41 1 4 0.844 2.854 0.8415
##
## Value 1 2 3 4
## Frequency 2 10 21 8
## Proportion 0.049 0.244 0.512 0.195
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 4 38
## Proportion 0.095 0.905
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 42 0 2
##
## Value Non Oui
## Frequency 13 29
## Proportion 0.31 0.69
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct
## 42 0 3
##
## Value Non Oui
## Frequency 2 3 37
## Proportion 0.048 0.071 0.881
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 42 0 4
##
## Value Effort Non Repos
## Frequency 1 12 14 15
## Proportion 0.024 0.286 0.333 0.357
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 42 0 5
##
## lowest : ACTIF Apres dressage Non Oui
## highest: ACTIF Apres dressage Non Oui
##
## Value ACTIF Apres dressage Non
## Frequency 1 3 4 5
## Proportion 0.024 0.071 0.095 0.119
##
## Value Oui
## Frequency 29
## Proportion 0.690
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 42 0 4
##
## Value Non Oui
## Frequency 39 1
## Proportion 0.929 0.024
##
## Value SEGMENTECTOMIE LSD POUR NDUL SYMPHYSE G POUR PNO
## Frequency 1 1
## Proportion 0.024 0.024
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 42 0 10
##
## lowest : LID LID_LIG LIG LSD LSD LM
## highest: LSD LM_LSG LSD_LM LSD_LSG LSG Pas de cible
##
## Value LID LID_LIG LIG LSD LSD LM
## Frequency 2 2 5 9 4
## Proportion 0.048 0.048 0.119 0.214 0.095
##
## Value LSD LM_LSG LSD_LM LSD_LSG LSG Pas de cible
## Frequency 1 1 5 6 7
## Proportion 0.024 0.024 0.119 0.143 0.167
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 42 0 4
##
## Value sissures étanches sissures incompletes
## Frequency 9 18 1
## Proportion 0.214 0.429 0.024
##
## Value sissures intermediare
## Frequency 14
## Proportion 0.333
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 42 0 10
##
## lowest : LID LID_LIG LIG LSD
## highest: LSD LM LSD_LIG LSD_LSG LSG pas de cible
##
## Value LID LID_LIG LIG LSD
## Frequency 4 2 3 3 9
## Proportion 0.095 0.048 0.071 0.071 0.214
##
## Value LSD LM LSD_LIG LSD_LSG LSG pas de cible
## Frequency 1 1 8 2 9
## Proportion 0.024 0.024 0.190 0.048 0.214
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 12 30 10 0.993 9.15 8.494 1.22 1.40
## .25 .50 .75 .90 .95
## 1.85 8.00 15.00 18.00 18.90
##
## lowest : 1.0 1.4 2.0 5.0 7.0, highest: 9.0 13.0 14.0 18.0 20.0
##
## Value 1.0 1.4 2.0 5.0 7.0 9.0 13.0 14.0 18.0 20.0
## Frequency 1 2 1 1 1 1 1 1 2 1
## Proportion 0.083 0.167 0.083 0.083 0.083 0.083 0.083 0.083 0.167 0.083
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 42 0 3
##
## Value Hètérogène Homogène
## Frequency 9 17 16
## Proportion 0.214 0.405 0.381
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 39 3 37 1 345.3 143.4 133.5 215.2
## .25 .50 .75 .90 .95
## 264.0 325.0 408.5 542.0 559.8
##
## lowest : 120 135 180 224 240, highest: 541 546 558 576 585
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 39 3 19 0.996 82.31 8.802 65.7 74.2
## .25 .50 .75 .90 .95
## 77.5 83.0 88.0 91.0 91.4
##
## lowest : 62 63 66 71 75, highest: 87 89 90 91 95
##
## Value 62 63 66 71 75 76 79 80 81 82 83
## Frequency 1 1 1 1 3 3 1 1 2 4 2
## Proportion 0.026 0.026 0.026 0.026 0.077 0.077 0.026 0.026 0.051 0.103 0.051
##
## Value 84 85 86 87 89 90 91 95
## Frequency 2 2 3 2 3 2 3 2
## Proportion 0.051 0.051 0.077 0.051 0.077 0.051 0.077 0.051
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 39 3 14 0.982 7.026 2.236 3.45 4.40
## .25 .50 .75 .90 .95
## 6.00 8.00 8.50 9.00 9.00
##
## lowest : 1.0 3.0 3.5 4.0 4.5, highest: 7.5 8.0 8.5 9.0 10.0
##
## Value 1.0 3.0 3.5 4.0 4.5 5.0 6.0 6.5 7.0 7.5 8.0
## Frequency 1 1 1 1 1 4 4 1 4 1 7
## Proportion 0.026 0.026 0.026 0.026 0.026 0.103 0.103 0.026 0.103 0.026 0.179
##
## Value 8.5 9.0 10.0
## Frequency 4 8 1
## Proportion 0.103 0.205 0.026
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd
## 39 3 8 0.928 5.538 1.682
##
## lowest : 2 3 4 5 6, highest: 5 6 7 9 10
##
## Value 2 3 4 5 6 7 9 10
## Frequency 1 2 4 15 9 5 2 1
## Proportion 0.026 0.051 0.103 0.385 0.231 0.128 0.051 0.026
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 42 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 5 3 6 28
## Proportion 0.119 0.071 0.143 0.667
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 33 9 26 0.998 68.79 11.79 51.0 55.4
## .25 .50 .75 .90 .95
## 65.0 68.0 76.0 80.8 85.4
##
## lowest : 45 51 55 57 60, highest: 80 81 83 89 91
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 35 7 22 0.993 39.32 6.109 30.85 34.00
## .25 .50 .75 .90 .95
## 35.85 38.30 41.50 46.20 48.90
##
## lowest : 28.5 30.5 31.0 34.0 34.7, highest: 45.0 47.0 48.0 51.0 57.0
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 41 1 28 0.997 1015 441.7 590 600
## .25 .50 .75 .90 .95
## 760 900 1200 1550 1790
##
## lowest : 430 530 590 600 630, highest: 1550 1700 1790 2160 2360
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 42 0 27 0.997 33.96 12.45 20.08 23.00
## .25 .50 .75 .90 .95
## 25.25 33.00 37.75 44.00 58.90
##
## lowest : 19.0 19.9 20.0 21.6 23.0, highest: 44.0 57.0 59.0 68.0 70.0
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 41 1 36 1 5298 1493 3500 3650
## .25 .50 .75 .90 .95
## 4300 5310 6110 6800 7230
##
## lowest : 1840 3340 3500 3600 3650, highest: 6800 7060 7230 7490 7870
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 42 0 39 1 241.3 66.53 167.2 180.2
## .25 .50 .75 .90 .95
## 214.5 238.0 263.0 308.6 364.3
##
## lowest : 73 149 167 171 180, highest: 309 332 366 385 400
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 39 3 37 1 2485 982.3 1266 1396
## .25 .50 .75 .90 .95
## 1770 2510 3045 3704 3853
##
## lowest : 1210 1230 1270 1340 1410, highest: 3700 3720 3800 4330 4480
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 37 5 26 0.998 68.47 20.75 40.4 44.6
## .25 .50 .75 .90 .95
## 54.0 70.0 85.0 90.6 93.8
##
## lowest : 37.5 38.0 41.0 47.0 47.6, highest: 88.0 89.0 93.0 97.0 103.0
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 41 1 41 1 7906 1966 5420 6080
## .25 .50 .75 .90 .95
## 7040 8160 9200 9800 10000
##
## lowest : 60 5330 5420 5650 6080, highest: 9800 9980 10000 10180 11000
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 42 0 31 0.999 131.1 18.53 106.8 112.0
## .25 .50 .75 .90 .95
## 121.0 133.0 141.8 150.9 152.0
##
## lowest : 87.0 105.0 106.7 108.0 112.0, highest: 150.0 151.0 152.0 156.0 159.0
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 40 2 31 0.997 65.29 11.97 47.75 54.50
## .25 .50 .75 .90 .95
## 60.75 63.50 72.08 79.10 81.14
##
## lowest : 35.00 43.00 48.00 50.00 55.00, highest: 79.00 80.00 81.00 83.88 86.00
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 37 5 21 0.996 33.35 7.465 23.8 26.6
## .25 .50 .75 .90 .95
## 29.0 33.0 37.0 41.4 45.4
##
## lowest : 22 23 24 26 27, highest: 41 42 45 47 55
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd
## 42 0 7 0.809 2.952 3.868
##
## lowest : 0 5 6 7 8, highest: 6 7 8 9 15
##
## Value 0 5 6 7 8 9 15
## Frequency 24 5 6 2 2 2 1
## Proportion 0.571 0.119 0.143 0.048 0.048 0.048 0.024
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 42 0 4
##
## Value Complete Incomplet Non Fait
## Frequency 20 8 5 9
## Proportion 0.476 0.190 0.119 0.214
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 42 0 7
##
## lowest : LID LID_LIG LIG LSD
## highest: LID_LIG LIG LSD LSD LM LSG
##
## Value LID LID_LIG LIG LSD LSD LM LSG
## Frequency 24 1 1 5 3 2 6
## Proportion 0.571 0.024 0.024 0.119 0.071 0.048 0.143
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct
## 42 0 17
##
## lowest : 03/02/2021 03/07/2019 05/06/2019 09/01/2019
## highest: 25/06/2019 26/03/2019 27/02/2019 29/01/2019 30/07/2019
##
## (24, 0.571), 03/02/2021 (1, 0.024), 03/07/2019 (1, 0.024), 05/06/2019 (1,
## 0.024), 09/01/2019 (1, 0.024), 09/10/2019 (1, 0.024), 11/09/2019 (1, 0.024),
## 12/06/2019 (1, 0.024), 13/02/2019 (1, 0.024), 14/05/2019 (1, 0.024), 14/12/2018
## (2, 0.048), 21/06/2019 (1, 0.024), 25/06/2019 (1, 0.024), 26/03/2019 (1,
## 0.024), 27/02/2019 (1, 0.024), 29/01/2019 (1, 0.024), 30/07/2019 (2, 0.048)
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 42 0 4
##
## Value Exacerbation BPCO Autre
## Frequency 36 4 1
## Proportion 0.857 0.095 0.024
##
## Value Majoration dyspnée
## Frequency 1
## Proportion 0.024
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct
## 42 0 4
##
## Value 01/08/2019 03/08/2019 11/01/2019
## Frequency 39 1 1 1
## Proportion 0.929 0.024 0.024 0.024
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 4 38 3 0.9 14.75 18.83
##
## Value 1 27 30
## Frequency 2 1 1
## Proportion 0.50 0.25 0.25
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0
## n missing distinct
## 42 0 7
##
## lowest : aerosols AEROSOLS, a la 2e pose du LID Décompensation avec part cardiaque : furo atb ctc aerosols EMBOLIE PULM
## highest: AEROSOLS, a la 2e pose du LID Décompensation avec part cardiaque : furo atb ctc aerosols EMBOLIE PULM passage SI, salbu USI, bronchodilat
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct
## 42 0 7
##
## lowest : Exacerbation BPCO Autre Hémoptysie Majoration dyspnée
## highest: Autre Hémoptysie Majoration dyspnée Pneumonie Pneumothorax
##
## (34, 0.810), Exacerbation BPCO (3, 0.071), Autre (1, 0.024), Hémoptysie (1,
## 0.024), Majoration dyspnée (1, 0.024), Pneumonie (1, 0.024), Pneumothorax (1,
## 0.024)
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct
## 42 0 7
##
## lowest : 01/10/2019 07/04/2020 07/10/2019 09/02/2019
## highest: 07/04/2020 07/10/2019 09/02/2019 25/07/2019 29/06/2019
##
## Value 01/10/2019 07/04/2020 07/10/2019 09/02/2019 25/07/2019
## Frequency 36 1 1 1 1 1
## Proportion 0.857 0.024 0.024 0.024 0.024 0.024
##
## Value 29/06/2019
## Frequency 1
## Proportion 0.024
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 6 36 6 1 14.67 21.33
##
## lowest : 0 2 4 6 28, highest: 2 4 6 28 48
##
## Value 0 2 4 6 28 48
## Frequency 1 1 1 1 1 1
## Proportion 0.167 0.167 0.167 0.167 0.167 0.167
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct
## 42 0 9
##
## lowest : aerosols AEROSOLS 4SEM ATB DRAINAGE SI, RETRAIT D UNE VALVE, REPOSEE ENSUITE
## highest: DRAINAGE SI, RETRAIT D UNE VALVE, REPOSEE ENSUITE FIEVRE, ATB PROLONGEE O2, atb retrait valves SUR GRANULOME, ENDOS
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 16 0.999 1091 514.3 584 654
## .25 .50 .75 .90 .95
## 800 900 1220 1516 1998
##
## lowest : 520 600 690 790 800, highest: 1220 1240 1300 1840 2630
##
## Value 520 600 690 790 800 820 890 900 1040 1160 1200
## Frequency 1 1 1 1 1 1 1 2 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059
##
## Value 1220 1240 1300 1840 2630
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 14 0.996 35.09 12.02 21.8 22.0
## .25 .50 .75 .90 .95
## 27.6 36.0 42.0 45.0 50.4
##
## lowest : 21.0 22.0 23.0 27.6 29.0, highest: 40.0 42.0 43.0 48.0 60.0
##
## Value 21.0 22.0 23.0 27.6 29.0 33.0 34.0 36.0 38.0 40.0 42.0
## Frequency 1 2 1 1 1 1 1 2 1 1 2
## Proportion 0.059 0.118 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.118
##
## Value 43.0 48.0 60.0
## Frequency 1 1 1
## Proportion 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 16 0.999 218.8 456.8 -224 -146
## .25 .50 .75 .90 .95
## -10 100 370 514 782
##
## lowest : -320 -200 -110 -60 -10, highest: 370 390 510 520 1830
##
## Value -320 -200 -110 -60 -10 0 20 60 100 230 290
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 370 390 510 520 1830
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 16 0.999 2561 750.3 1662 1750
## .25 .50 .75 .90 .95
## 2230 2500 3160 3340 3424
##
## lowest : 1430 1720 1770 1800 2230, highest: 3160 3170 3300 3400 3520
##
## Value 1430 1720 1770 1800 2230 2350 2470 2500 2630 2840 2900
## Frequency 1 1 1 1 1 2 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059 0.059
##
## Value 3160 3170 3300 3400 3520
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 17 1 68.41 15.37 48.00 50.20
## .25 .50 .75 .90 .95
## 60.80 69.00 79.00 81.32 84.12
##
## lowest : 44.0 49.0 51.0 59.5 60.8, highest: 79.0 80.0 80.6 82.4 91.0
##
## Value 44.0 49.0 51.0 59.5 60.8 61.0 63.0 66.0 69.0 73.0 76.6
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 77.0 79.0 80.0 80.6 82.4 91.0
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 17 1 408.2 842.6 -462 -282
## .25 .50 .75 .90 .95
## 70 210 700 1124 1574
##
## lowest : -870 -360 -230 -160 70, highest: 700 930 1000 1310 2630
##
## Value -870 -360 -230 -160 70 120 130 140 210 290 360
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 670 700 930 1000 1310 2630
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 16 0.999 8291 1567 6344 6742
## .25 .50 .75 .90 .95
## 7330 8420 9100 9990 10192
##
## lowest : 5640 6520 6890 6900 7330, highest: 9020 9100 9890 10140 10400
##
## Value 5640 6520 6890 6900 7330 7340 8200 8280 8420 8870 8910
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 9020 9100 9890 10140 10400
## Frequency 1 2 1 1 1
## Proportion 0.059 0.118 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 15 0.998 130.4 13.58 112.4 115.2
## .25 .50 .75 .90 .95
## 124.0 133.0 137.0 142.0 145.3
##
## lowest : 106.0 114.0 116.0 123.0 124.0, highest: 136.0 137.0 141.0 143.6 152.0
##
## Value 106.0 114.0 116.0 123.0 124.0 128.0 129.0 133.0 134.0 135.5 136.0
## Frequency 1 1 1 1 2 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 137.0 141.0 143.6 152.0
## Frequency 1 2 1 1
## Proportion 0.059 0.118 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 17 25 17 1 -76.71 719.3 -1082.0 -922.0
## .25 .50 .75 .90 .95
## -320.0 140.0 260.0 458.4 648.8
##
## lowest : -1530 -970 -890 -880 -320, highest: 260 380 400 546 1060
##
## Value -1530 -970 -890 -880 -320 -50 -10 40 140 150 170
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 200 260 380 400 546 1060
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 17 1 5609 1448 4166 4384
## .25 .50 .75 .90 .95
## 4600 5540 6400 6894 7420
##
## lowest : 3870 4240 4480 4490 4600, highest: 6400 6640 6750 7110 8660
##
## Value 3870 4240 4480 4490 4600 4670 4680 4960 5540 5900 6160
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 6200 6400 6640 6750 7110 8660
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 16 0.999 239.5 48.56 180.2 182.6
## .25 .50 .75 .90 .95
## 217.0 234.0 262.0 297.8 301.2
##
## lowest : 173 182 183 208 217, highest: 262 280 297 299 310
##
## Value 173 182 183 208 217 221 228 232 234 253 258
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 262 280 297 299 310
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 17 1 -249.4 1315 -1812 -1622
## .25 .50 .75 .90 .95
## -1110 -160 420 1054 1288
##
## lowest : -2380 -1670 -1590 -1430 -1110, highest: 420 640 1010 1120 1960
##
## Value -2380 -1670 -1590 -1430 -1110 -470 -360 -330 -160 -130 -60
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 300 420 640 1010 1120 1960
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 14 28 14 1 347.3 139.1 193.0 215.0
## .25 .50 .75 .90 .95
## 268.2 329.0 410.0 484.1 545.5
##
## lowest : 180 200 250 265 278, highest: 380 420 447 500 630
##
## Value 180 200 250 265 278 309 315 343 345 380 420
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071
##
## Value 447 500 630
## Frequency 1 1 1
## Proportion 0.071 0.071 0.071
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 14 28 13 0.998 83.64 7.33 75.30 76.30
## .25 .50 .75 .90 .95
## 78.25 83.50 89.00 90.70 91.35
##
## lowest : 74 76 77 78 79, highest: 88 89 90 91 92
##
## Value 74 76 77 78 79 81 82 85 88 89 90
## Frequency 1 1 1 1 1 1 1 1 1 2 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.143 0.071
##
## Value 91 92
## Frequency 1 1
## Proportion 0.071 0.071
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd
## 14 28 5 0.91 6.893 2.038
##
## lowest : 2.5 5.0 6.0 8.0 9.0, highest: 2.5 5.0 6.0 8.0 9.0
##
## Value 2.5 5.0 6.0 8.0 9.0
## Frequency 1 2 3 6 2
## Proportion 0.071 0.143 0.214 0.429 0.143
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 14 28 14 1 12 104.9 -155.30 -95.80
## .25 .50 .75 .90 .95
## -14.00 23.50 64.25 88.90 122.15
##
## lowest : -219 -121 -37 -20 4, highest: 50 69 84 91 180
##
## Value -219 -121 -37 -20 4 7 21 26 33 50 69
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071
##
## Value 84 91 180
## Frequency 1 1 1
## Proportion 0.071 0.071 0.071
## --------------------------------------------------------------------------------
## mMRC_1
## n missing distinct Info Mean Gmd
## 16 26 4 0.891 2.125 1.15
##
## Value 1 2 3 4
## Frequency 6 3 6 1
## Proportion 0.375 0.188 0.375 0.062
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 17 25 15 0.998 22.89 5.196 14.96 17.18
## .25 .50 .75 .90 .95
## 21.00 24.00 25.00 27.80 29.40
##
## lowest : 14.0 15.2 18.5 19.8 21.0, highest: 25.0 26.6 27.0 29.0 31.0
##
## Value 14.0 15.2 18.5 19.8 21.0 21.1 21.5 22.0 24.0 24.5 25.0
## Frequency 1 1 1 1 1 1 1 1 2 1 2
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.118
##
## Value 26.6 27.0 29.0 31.0
## Frequency 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 14 28 6 0.952 4.5 2.011
##
## lowest : 2 3 4 5 6, highest: 3 4 5 6 8
##
## Value 2 3 4 5 6 8
## Frequency 2 2 4 1 4 1
## Proportion 0.143 0.143 0.286 0.071 0.286 0.071
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 42 0 4
##
## Value Exacerbation BPCO Engluement valve
## Frequency 33 6 2
## Proportion 0.786 0.143 0.048
##
## Value Majoration dyspnée
## Frequency 1
## Proportion 0.024
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 42 0 2
##
## Value Majoration dyspnée
## Frequency 41 1
## Proportion 0.976 0.024
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct
## 42 0 10
##
## lowest : 1 exa, en rehab // retrait valves AEROSOLS DOMICILE atb au domicile, multiples exacerbation chez un patient colo à achromo consult
## highest: CTC ATB, PLUSIEURS EXA Fibro apsi HOSPIT ATB CTC AEROSOLS X2 + AJOUT AZITHRO mauvais tlvr, chgt de 2 valves disfonctionnelles : atelectasie retrouvée Retrait 3 valves lingula
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 12 30 12 1 950.8 449.5 495.5 510.0
## .25 .50 .75 .90 .95
## 637.5 1000.0 1092.5 1280.0 1570.0
##
## lowest : 490 500 600 650 700, highest: 1080 1090 1100 1300 1900
##
## Value 490 500 600 650 700 940 1060 1080 1090 1100 1300
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083
##
## Value 1900
## Frequency 1
## Proportion 0.083
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd
## 11 31 8 0.977 30.36 11.89
##
## lowest : 17 19 20 23 30, highest: 23 30 38 41 48
##
## Value 17 19 20 23 30 38 41 48
## Frequency 1 1 1 1 3 2 1 1
## Proportion 0.091 0.091 0.091 0.091 0.273 0.182 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 12 30 11 0.997 78.33 384.2 -357.0 -236.0
## .25 .50 .75 .90 .95
## -132.5 35.0 390.0 426.0 484.0
##
## lowest : -500 -240 -200 -110 -100, highest: 70 260 390 430 550
##
## Value -500 -240 -200 -110 -100 0 70 260 390 430 550
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.167 0.083 0.083
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 2282 747.6 1665 1700
## .25 .50 .75 .90 .95
## 1720 2140 2555 3270 3435
##
## lowest : 1630 1700 1710 1730 2060, highest: 2150 2400 2710 3270 3600
##
## Value 1630 1700 1710 1730 2060 2140 2150 2400 2710 3270 3600
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 59.73 15.38 43.5 47.0
## .25 .50 .75 .90 .95
## 50.0 58.0 67.5 74.0 78.5
##
## lowest : 40 47 48 52 55, highest: 65 67 68 74 83
##
## Value 40 47 48 52 55 58 65 67 68 74 83
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 197.3 1117 -1020 -810
## .25 .50 .75 .90 .95
## -430 250 640 1180 1620
##
## lowest : -1230 -810 -770 -90 -20, highest: 320 370 910 1180 2060
##
## Value -1230 -810 -770 -90 -20 250 320 370 910 1180 2060
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 8359 1895 5965 6200
## .25 .50 .75 .90 .95
## 7515 8560 9250 10370 10585
##
## lowest : 5730 6200 7430 7600 7900, highest: 8860 8900 9600 10370 10800
##
## Value 5730 6200 7430 7600 7900 8560 8860 8900 9600 10370 10800
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 10 0.995 142.4 44.28 110.5 114.0
## .25 .50 .75 .90 .95
## 117.0 130.0 138.5 153.7 223.8
##
## lowest : 107.0 114.0 120.0 124.0 130.0, highest: 133.0 134.0 143.0 153.7 294.0
##
## Value 107.0 114.0 120.0 124.0 130.0 133.0 134.0 143.0 153.7 294.0
## Frequency 1 2 1 1 1 1 1 1 1 1
## Proportion 0.091 0.182 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 -66.73 807.7 -945 -870
## .25 .50 .75 .90 .95
## -610 20 433 610 835
##
## lowest : -1020 -870 -820 -400 -260, highest: 80 306 560 610 1060
##
## Value -1020 -870 -820 -400 -260 20 80 306 560 610 1060
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 5633 1988 3845 4090
## .25 .50 .75 .90 .95
## 4175 5500 6610 7550 8225
##
## lowest : 3600 4090 4150 4200 4450, highest: 6300 6340 6880 7550 8900
##
## Value 3600 4090 4150 4200 4450 5500 6300 6340 6880 7550 8900
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 240 63.64 180.5 182.0
## .25 .50 .75 .90 .95
## 191.0 245.0 282.0 295.0 314.5
##
## lowest : 179 182 189 193 200, highest: 259 275 289 295 334
##
## Value 179 182 189 193 200 245 259 275 289 295 334
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 11 1 -231.8 1758 -2185 -1460
## .25 .50 .75 .90 .95
## -1135 -180 740 850 1820
##
## lowest : -2910 -1460 -1300 -970 -940, highest: 90 700 780 850 2790
##
## Value -2910 -1460 -1300 -970 -940 -180 90 700 780 850 2790
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd
## 8 34 6 0.952 83 6.286
##
## lowest : 77 80 81 82 90, highest: 80 81 82 90 94
##
## Value 77 80 81 82 90 94
## Frequency 1 3 1 1 1 1
## Proportion 0.125 0.375 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd
## 8 34 8 1 389.1 154.8
##
## lowest : 219 285 331 339 360, highest: 339 360 448 498 633
##
## Value 219 285 331 339 360 448 498 633
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.125 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 8 34 4 0.929 7.188 2.089
##
## Value 5.0 8.0 8.5 9.0
## Frequency 3 2 1 2
## Proportion 0.375 0.250 0.125 0.250
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 17 25 4 0.836 1.882 1.426
##
## Value 0 1 2 3
## Frequency 4 3 1 9
## Proportion 0.235 0.176 0.059 0.529
## --------------------------------------------------------------------------------
## Gain.TM6_2
## n missing distinct Info Mean Gmd
## 8 34 8 1 19.5 118.4
##
## lowest : -136 -80 -33 -27 87, highest: -27 87 107 118 120
##
## Value -136 -80 -33 -27 87 107 118 120
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.125 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 11 31 4 0.927 2.727 1.273
##
## Value 1 2 3 4
## Frequency 2 2 4 3
## Proportion 0.182 0.182 0.364 0.273
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 11 31 10 0.995 22.99 6.375 14.60 15.20
## .25 .50 .75 .90 .95
## 20.10 23.00 26.25 29.00 30.00
##
## lowest : 14.0 15.2 18.5 21.7 23.0, highest: 25.0 25.5 27.0 29.0 31.0
##
## Value 14.0 15.2 18.5 21.7 23.0 25.0 25.5 27.0 29.0 31.0
## Frequency 1 1 1 1 2 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.182 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 8 34 5 0.964 4.625 2.536
##
## lowest : 2 3 5 6 8, highest: 2 3 5 6 8
##
## Value 2 3 5 6 8
## Frequency 2 1 2 2 1
## Proportion 0.250 0.125 0.250 0.250 0.125
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct
## 42 0 3
##
## Value Exacerbation BPCO Hémoptysie
## Frequency 36 5 1
## Proportion 0.857 0.119 0.024
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct
## 42 0 2
##
## Value Migration valve
## Frequency 41 1
## Proportion 0.976 0.024
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 42 0 3
##
## Value Non Oui
## Frequency 24 14 4
## Proportion 0.571 0.333 0.095
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 42 0 4
##
## Value Non retrait complet retrait partiel
## Frequency 24 14 3 1
## Proportion 0.571 0.333 0.071 0.024
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd
## 4 38 4 1 10.69 6.405
##
## Value 5.17 8.33 12.77 16.50
## Frequency 1 1 1 1
## Proportion 0.25 0.25 0.25 0.25
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 42 0 5
##
## lowest : DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG EFR et dyspnée inchangés Hemopt et projet de greffe PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE
## highest: DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG EFR et dyspnée inchangés Hemopt et projet de greffe PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Raison.clinique_3Groupe 1 : patients traités par valves
Descriptif des patients adressés entre le 01/01/2018 au 27/06/2019 qui ont bénéficié d’un traitement par valves
Groupe1_Valves <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Groupe_1/Groupe1_Valves.csv", stringsAsFactors=TRUE)
G1_V<-Groupe1_Valvessummary(G1_V)## Groupe age_Cs_initiale Sexe Adressé_par Vu_en_Cs Vu_en_HDS
## Groupe_1:18 Min. :48.83 F: 4 Hopital public:6 Oui:18 Non: 4
## 1st Qu.:54.64 H:14 Privé :3 Oui:14
## Median :58.57 Suivi CHUT :5
## Mean :60.78 Ville :4
## 3rd Qu.:67.97
## Max. :71.58
##
## Critères_AMM_remplis Pose_valves Antécédents
## Non: 4 Oui:18 :16
## Oui:14 Antécédents : cardiopathie: 2
##
##
##
##
##
## Satut_Tabagique Déficit_alpha taille poids BMI
## actif: 1 Non:16 Min. :1.580 Min. :42.00 Min. :14.20
## Sevré:17 Oui: 2 1st Qu.:1.692 1st Qu.:59.00 1st Qu.:20.68
## Median :1.710 Median :70.00 Median :23.34
## Mean :1.716 Mean :68.06 Mean :23.04
## 3rd Qu.:1.750 3rd Qu.:78.50 3rd Qu.:26.37
## Max. :1.830 Max. :93.00 Max. :29.35
##
## Stade_BPCO_GOLD_VEMS Stade_BPCO_Gold._ABCD Exacerbateur..2an DDB
## Min. :3.000 B:14 Non:14 Non:17
## 1st Qu.:3.000 D: 4 Oui: 4 Oui: 1
## Median :3.000
## Mean :3.444
## 3rd Qu.:4.000
## Max. :4.000
##
## Score.MMRC_0 Distention.thoracique_VR.175 Emphysème_hétérogène_.scan
## Min. :2 Oui:18 Non: 6
## 1st Qu.:3 Oui:12
## Median :3
## Mean :3
## 3rd Qu.:3
## Max. :4
##
## Ttt_BPCO_médicamenteux OLD Réhab_réalisée
## Oui:18 Effort:8 Apres dressage: 2
## Non :5 Non : 4
## Repos :5 Oui :12
##
##
##
##
## Intervention_ttt_emphysème_préalable Rsltats_scanr_STRATX
## Non :16 LIG :4
## SEGMENTECTOMIE LSD POUR NDUL: 1 LSG :4
## SYMPHYSE G POUR PNO : 1 LSD :3
## LID_LIG :2
## LSD LM :2
## LSD LM_LSG:1
## (Other) :2
## Résultats_StratX Résultats.scinti pourc_perfusion_lobe_traité
## sissures étanches :12 LSD :4 Min. : 1.00
## sissures intermediare: 6 LID_LIG:3 1st Qu.: 1.85
## :2 Median : 8.00
## LIG :2 Mean : 9.15
## LSD_LSG:2 3rd Qu.:15.00
## LSG :2 Max. :20.00
## (Other):3 NA's :6
## Stratx...Homogène..15.0_Hétérogène.1 TM6_.m._0 TM6_.nadir.sat.PCT._0
## Hètérogène:9 Min. :135.0 Min. :63.00
## Homogène :9 1st Qu.:258.0 1st Qu.:76.00
## Median :312.0 Median :82.00
## Mean :337.5 Mean :82.82
## 3rd Qu.:380.0 3rd Qu.:90.00
## Max. :546.0 Max. :95.00
## NA's :1 NA's :1
## TM6_.score.Borg._0 BODE_calcul_0 ETT PaO2_AA.mmHg._0 PaCO2_.mmHg._0
## Min. :4.000 Min. :3.000 : 3 Min. :51.00 Min. :34.0
## 1st Qu.:7.000 1st Qu.:5.000 HTAP : 2 1st Qu.:65.00 1st Qu.:37.5
## Median :8.000 Median :5.000 Normale:13 Median :68.00 Median :41.0
## Mean :7.559 Mean :5.765 Mean :69.52 Mean :40.3
## 3rd Qu.:9.000 3rd Qu.:7.000 3rd Qu.:76.00 3rd Qu.:42.0
## Max. :9.000 Max. :9.000 Max. :91.00 Max. :48.0
## NA's :1 NA's :1 NA's :1 NA's :2
## VEMS._mL_0 VEMS_PCT_0 VR_ml_0 VR_PCT_0 CVF_ml_0
## Min. : 530 Min. :19.90 Min. :3950 Min. :190.0 Min. :1230
## 1st Qu.: 800 1st Qu.:23.00 1st Qu.:4885 1st Qu.:231.5 1st Qu.:1730
## Median : 845 Median :29.50 Median :5950 Median :240.0 Median :2240
## Mean : 890 Mean :29.24 Mean :5799 Mean :259.9 Mean :2285
## 3rd Qu.:1000 3rd Qu.:35.75 3rd Qu.:6655 3rd Qu.:289.0 3rd Qu.:2730
## Max. :1470 Max. :38.00 Max. :7870 Max. :400.0 Max. :3230
## NA's :1
## CVF_PCT_0 CPT_ml_0 CPT_PCT_0 VR_CPT_0
## Min. :38.00 Min. : 5650 Min. :106.7 Min. :57.00
## 1st Qu.:49.40 1st Qu.: 7600 1st Qu.:122.8 1st Qu.:63.00
## Median :58.00 Median : 8315 Median :133.0 Median :68.50
## Mean :61.33 Mean : 8321 Mean :131.2 Mean :69.41
## 3rd Qu.:73.28 3rd Qu.: 9525 3rd Qu.:139.5 3rd Qu.:75.75
## Max. :85.00 Max. :10000 Max. :150.0 Max. :83.88
## NA's :2
## DLCO_PCT_0 Nbre_valves_posées Résultats_Chartis Lobe_choisi
## Min. :22.00 Min. : 5.000 :1 LID :1
## 1st Qu.:29.75 1st Qu.: 5.250 Complete:8 LID_LIG:1
## Median :33.00 Median : 6.000 Non Fait:9 LIG :5
## Mean :34.50 Mean : 6.889 LSD :3
## 3rd Qu.:38.00 3rd Qu.: 7.750 LSD LM :2
## Max. :55.00 Max. :15.000 LSG :6
## NA's :2
## Complications.pose_0 date.de.survenue.des.complications_0
## :12 :15
## Exacerbation BPCO : 4 01/08/2019: 1
## Autre : 1 03/08/2019: 1
## Majoration dyspnée : 1 11/01/2019: 1
##
##
##
## Délai.de.survenue.des.complications..jours.
## Min. : 1.00
## 1st Qu.: 1.00
## Median :14.00
## Mean :14.75
## 3rd Qu.:27.75
## Max. :30.00
## NA's :14
## PEC.en.charge.des.complications_0
## :12
## aerosols : 1
## AEROSOLS, a la 2e pose du LID : 1
## Décompensation avec part cardiaque : furo atb ctc aerosols: 1
## EMBOLIE PULM : 1
## passage SI, salbu : 1
## USI, bronchodilat : 1
## Complications.pose
## :10
## Exacerbation BPCO : 3
## Autre : 1
## Hémoptysie : 1
## Majoration dyspnée : 1
## Pneumonie : 1
## Pneumothorax : 1
## Délai.de.survenue.des.complications..jours._valve.2
## Min. : 0.00
## 1st Qu.: 2.50
## Median : 5.00
## Mean :14.67
## 3rd Qu.:22.50
## Max. :48.00
## NA's :12
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## :10
## aerosols : 1
## AEROSOLS 4SEM : 1
## ATB : 1
## DRAINAGE SI, RETRAIT D UNE VALVE, REPOSEE ENSUITE : 1
## FIEVRE, ATB PROLONGEE : 1
## (Other) : 3
## VEMS_.ml._1 VEMS_.PCT._1 Gain_VEMS_1 CVF_.ml._1 CVF_.PCT._1
## Min. : 520 Min. :21.00 Min. :-320.0 Min. :1430 Min. :44.00
## 1st Qu.: 800 1st Qu.:27.60 1st Qu.: -10.0 1st Qu.:2230 1st Qu.:60.80
## Median : 900 Median :36.00 Median : 100.0 Median :2500 Median :69.00
## Mean :1091 Mean :35.09 Mean : 218.8 Mean :2561 Mean :68.41
## 3rd Qu.:1220 3rd Qu.:42.00 3rd Qu.: 370.0 3rd Qu.:3160 3rd Qu.:79.00
## Max. :2630 Max. :60.00 Max. :1830.0 Max. :3520 Max. :91.00
## NA's :1 NA's :1 NA's :1 NA's :1 NA's :1
## Gain_CVF_1 CPT_.ml._1 CPT_.PCT._1 Gain_CPT
## Min. :-870.0 Min. : 5640 Min. :106.0 Min. :-1530.00
## 1st Qu.: 70.0 1st Qu.: 7330 1st Qu.:124.0 1st Qu.: -320.00
## Median : 210.0 Median : 8420 Median :133.0 Median : 140.00
## Mean : 408.2 Mean : 8291 Mean :130.4 Mean : -76.71
## 3rd Qu.: 700.0 3rd Qu.: 9100 3rd Qu.:137.0 3rd Qu.: 260.00
## Max. :2630.0 Max. :10400 Max. :152.0 Max. : 1060.00
## NA's :1 NA's :1 NA's :1 NA's :1
## VR..ml._1 VR..PCT._1 Gain_VR_1 TM6_.m._1
## Min. :3870 Min. :173.0 Min. :-2380.0 Min. :180.0
## 1st Qu.:4600 1st Qu.:217.0 1st Qu.:-1110.0 1st Qu.:268.2
## Median :5540 Median :234.0 Median : -160.0 Median :329.0
## Mean :5609 Mean :239.5 Mean : -249.4 Mean :347.3
## 3rd Qu.:6400 3rd Qu.:262.0 3rd Qu.: 420.0 3rd Qu.:410.0
## Max. :8660 Max. :310.0 Max. : 1960.0 Max. :630.0
## NA's :1 NA's :1 NA's :1 NA's :4
## TM6_sat_.PCT._1 TM6_.score.borg._1 Gain_TM6_1 mMRC_1
## Min. :74.00 Min. :2.500 Min. :-219.00 Min. :1.000
## 1st Qu.:78.25 1st Qu.:6.000 1st Qu.: -14.00 1st Qu.:1.000
## Median :83.50 Median :8.000 Median : 23.50 Median :2.000
## Mean :83.64 Mean :6.893 Mean : 12.00 Mean :2.125
## 3rd Qu.:89.00 3rd Qu.:8.000 3rd Qu.: 64.25 3rd Qu.:3.000
## Max. :92.00 Max. :9.000 Max. : 180.00 Max. :4.000
## NA's :4 NA's :4 NA's :4 NA's :2
## IMC_1 BODE.calculé_1 Complications_a_distance_1
## Min. :14.00 Min. :2.00 :9
## 1st Qu.:21.00 1st Qu.:3.25 Exacerbation BPCO :6
## Median :24.00 Median :4.00 Engluement valve :2
## Mean :22.89 Mean :4.50 Majoration dyspnée :1
## 3rd Qu.:25.00 3rd Qu.:6.00
## Max. :31.00 Max. :8.00
## NA's :1 NA's :4
## Complications_a_distance_2
## :17
## Majoration dyspnée: 1
##
##
##
##
##
## Prise_en_charge_complications_1
## :9
## 1 exa, en rehab // retrait valves :1
## AEROSOLS DOMICILE :1
## atb au domicile, multiples exacerbation chez un patient colo à achromo:1
## consult :1
## CTC ATB, PLUSIEURS EXA :1
## (Other) :4
## VEMS_.ml._2 VEMS_.PCT._2 Gain_VEMS_2 CVF_.ml._2
## Min. : 490.0 Min. :17.00 Min. :-500.00 Min. :1630
## 1st Qu.: 637.5 1st Qu.:21.50 1st Qu.:-132.50 1st Qu.:1720
## Median :1000.0 Median :30.00 Median : 35.00 Median :2140
## Mean : 950.8 Mean :30.36 Mean : 78.33 Mean :2282
## 3rd Qu.:1092.5 3rd Qu.:38.00 3rd Qu.: 390.00 3rd Qu.:2555
## Max. :1900.0 Max. :48.00 Max. : 550.00 Max. :3600
## NA's :6 NA's :7 NA's :6 NA's :7
## CVF_.PCT._2 Gain_CVF_2 CPT_.ml._2 CPT_.PCT._2
## Min. :40.00 Min. :-1230.0 Min. : 5730 Min. :107.0
## 1st Qu.:50.00 1st Qu.: -430.0 1st Qu.: 7515 1st Qu.:117.0
## Median :58.00 Median : 250.0 Median : 8560 Median :130.0
## Mean :59.73 Mean : 197.3 Mean : 8359 Mean :142.4
## 3rd Qu.:67.50 3rd Qu.: 640.0 3rd Qu.: 9250 3rd Qu.:138.5
## Max. :83.00 Max. : 2060.0 Max. :10800 Max. :294.0
## NA's :7 NA's :7 NA's :7 NA's :7
## Gain_CPT_2 VR_.ml._2 VR_.PCT._2 Gain_VR_2
## Min. :-1020.00 Min. :3600 Min. :179 Min. :-2910.0
## 1st Qu.: -610.00 1st Qu.:4175 1st Qu.:191 1st Qu.:-1135.0
## Median : 20.00 Median :5500 Median :245 Median : -180.0
## Mean : -66.73 Mean :5633 Mean :240 Mean : -231.8
## 3rd Qu.: 433.00 3rd Qu.:6610 3rd Qu.:282 3rd Qu.: 740.0
## Max. : 1060.00 Max. :8900 Max. :334 Max. : 2790.0
## NA's :7 NA's :7 NA's :7 NA's :7
## TM6_sat_.PCT._2 TM6_.m._2 TM6_.score.borg._2 Calcul_BODE_TM6_2
## Min. :77.0 Min. :219.0 Min. :5.000 Min. :0.000
## 1st Qu.:80.0 1st Qu.:319.5 1st Qu.:5.000 1st Qu.:1.000
## Median :80.5 Median :349.5 Median :8.000 Median :3.000
## Mean :83.0 Mean :389.1 Mean :7.188 Mean :1.882
## 3rd Qu.:84.0 3rd Qu.:460.5 3rd Qu.:8.625 3rd Qu.:3.000
## Max. :94.0 Max. :633.0 Max. :9.000 Max. :3.000
## NA's :10 NA's :10 NA's :10 NA's :1
## Gain.TM6_2 mMRC_2 IMC_2 calcul.bode_2
## Min. :-136.00 Min. :1.000 Min. :14.00 Min. :2.000
## 1st Qu.: -44.75 1st Qu.:2.000 1st Qu.:20.10 1st Qu.:2.750
## Median : 30.00 Median :3.000 Median :23.00 Median :5.000
## Mean : 19.50 Mean :2.727 Mean :22.99 Mean :4.625
## 3rd Qu.: 109.75 3rd Qu.:3.500 3rd Qu.:26.25 3rd Qu.:6.000
## Max. : 120.00 Max. :4.000 Max. :31.00 Max. :8.000
## NA's :10 NA's :7 NA's :7 NA's :10
## Complications_a_distance_1.1 Complications_a_distance_2.1 Retrait_valve
## :12 :17 Non:14
## Exacerbation BPCO : 5 Migration valve : 1 Oui: 4
## Hémoptysie : 1
##
##
##
##
## type_retrait delais_retrait_valve_mois
## Non :14 Min. : 5.17
## retrait complet: 3 1st Qu.: 7.54
## retrait partiel: 1 Median :10.55
## Mean :10.69
## 3rd Qu.:13.70
## Max. :16.50
## NA's :14
## Raison.retrait.valves
## :14
## DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG : 1
## EFR et dyspnée inchangés : 1
## Hemopt et projet de greffe : 1
## PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE: 1
##
## describe(G1_V)## G1_V
##
## 105 Variables 18 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 18 0 1 Groupe_1
##
## Value Groupe_1
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 18 0 18 1 60.78 9.19 49.37 50.20
## .25 .50 .75 .90 .95
## 54.64 58.57 67.97 70.17 70.57
##
## lowest : 48.83 49.46 50.51 53.74 54.26, highest: 68.11 68.79 70.08 70.39 71.58
##
## Value 48.83 49.46 50.51 53.74 54.26 55.79 56.38 58.12 58.13 59.01 66.27
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 66.99 67.55 68.11 68.79 70.08 70.39 71.58
## Frequency 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 18 0 2
##
## Value F H
## Frequency 4 14
## Proportion 0.222 0.778
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 18 0 4
##
## Value Hopital public Privé Suivi CHUT Ville
## Frequency 6 3 5 4
## Proportion 0.333 0.167 0.278 0.222
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct value
## 18 0 1 Oui
##
## Value Oui
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 4 14
## Proportion 0.222 0.778
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 4 14
## Proportion 0.222 0.778
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 18 0 1 Oui
##
## Value Oui
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Antécédents
## n missing distinct
## 18 0 2
##
## Value Antécédents : cardiopathie
## Frequency 16 2
## Proportion 0.889 0.111
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 18 0 2
##
## Value actif Sevré
## Frequency 1 17
## Proportion 0.056 0.944
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 16 2
## Proportion 0.889 0.111
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 18 0 13 0.988 1.716 0.07059 1.614 1.641
## .25 .50 .75 .90 .95
## 1.693 1.710 1.750 1.786 1.804
##
## lowest : 1.58 1.62 1.65 1.68 1.69, highest: 1.75 1.77 1.78 1.80 1.83
##
## Value 1.58 1.62 1.65 1.68 1.69 1.70 1.72 1.74 1.75 1.77 1.78
## Frequency 1 1 1 1 1 4 2 1 2 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.222 0.111 0.056 0.111 0.056 0.056
##
## Value 1.80 1.83
## Frequency 1 1
## Proportion 0.056 0.056
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 18 0 14 0.994 68.06 17.12 46.25 47.70
## .25 .50 .75 .90 .95
## 59.00 70.00 78.50 87.20 90.45
##
## lowest : 42 47 48 59 62, highest: 80 81 86 90 93
##
## Value 42 47 48 59 62 70 71 72 74 80 81
## Frequency 1 1 1 3 2 2 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.167 0.111 0.111 0.056 0.056 0.056 0.056 0.056
##
## Value 86 90 93
## Frequency 1 1 1
## Proportion 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 18 0 18 1 23.04 5.054 16.12 17.74
## .25 .50 .75 .90 .95
## 20.68 23.34 26.37 28.34 29.11
##
## lowest : 14.20 16.46 18.29 18.83 20.42, highest: 26.42 26.87 28.03 29.07 29.35
##
## Value 14.20 16.46 18.29 18.83 20.42 21.45 21.60 21.67 23.18 23.51 24.22
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 24.84 26.22 26.42 26.87 28.03 29.07 29.35
## Frequency 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 18 0 2 0.743 3.444 0.5229
##
## Value 3 4
## Frequency 10 8
## Proportion 0.556 0.444
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 18 0 2
##
## Value B D
## Frequency 14 4
## Proportion 0.778 0.222
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 14 4
## Proportion 0.778 0.222
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 17 1
## Proportion 0.944 0.056
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 18 0 3 0.809 3 0.732
##
## Value 2 3 4
## Frequency 4 10 4
## Proportion 0.222 0.556 0.222
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct value
## 18 0 1 Oui
##
## Value Oui
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 6 12
## Proportion 0.333 0.667
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct value
## 18 0 1 Oui
##
## Value Oui
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 18 0 3
##
## Value Effort Non Repos
## Frequency 8 5 5
## Proportion 0.444 0.278 0.278
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 18 0 3
##
## Value Apres dressage Non Oui
## Frequency 2 4 12
## Proportion 0.111 0.222 0.667
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 18 0 3
##
## Value Non SEGMENTECTOMIE LSD POUR NDUL
## Frequency 16 1
## Proportion 0.889 0.056
##
## Value SYMPHYSE G POUR PNO
## Frequency 1
## Proportion 0.056
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 18 0 8
##
## lowest : LID_LIG LIG LSD LSD LM LSD LM_LSG
## highest: LSD LM LSD LM_LSG LSD_LM LSG Pas de cible
##
## Value LID_LIG LIG LSD LSD LM LSD LM_LSG
## Frequency 2 4 3 2 1
## Proportion 0.111 0.222 0.167 0.111 0.056
##
## Value LSD_LM LSG Pas de cible
## Frequency 1 4 1
## Proportion 0.056 0.222 0.056
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 18 0 2
##
## Value sissures étanches sissures intermediare
## Frequency 12 6
## Proportion 0.667 0.333
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 18 0 9
##
## lowest : LID_LIG LIG LSD LSD LM
## highest: LSD LM LSD_LIG LSD_LSG LSG pas de cible
##
## Value LID_LIG LIG LSD LSD LM
## Frequency 2 3 2 4 1
## Proportion 0.111 0.167 0.111 0.222 0.056
##
## Value LSD_LIG LSD_LSG LSG pas de cible
## Frequency 1 2 2 1
## Proportion 0.056 0.111 0.111 0.056
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 12 6 10 0.993 9.15 8.494 1.22 1.40
## .25 .50 .75 .90 .95
## 1.85 8.00 15.00 18.00 18.90
##
## lowest : 1.0 1.4 2.0 5.0 7.0, highest: 9.0 13.0 14.0 18.0 20.0
##
## Value 1.0 1.4 2.0 5.0 7.0 9.0 13.0 14.0 18.0 20.0
## Frequency 1 2 1 1 1 1 1 1 2 1
## Proportion 0.083 0.167 0.083 0.083 0.083 0.083 0.083 0.083 0.167 0.083
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 18 0 2
##
## Value Hètérogène Homogène
## Frequency 9 9
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 337.5 129.5 206.2 240.8
## .25 .50 .75 .90 .95
## 258.0 312.0 380.0 514.0 542.0
##
## lowest : 135 224 252 253 258, highest: 380 419 496 541 546
##
## Value 135 224 252 253 258 270 288 290 312 330 366
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 378 380 419 496 541 546
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 17 1 10 0.989 82.82 9.132 72.6 75.0
## .25 .50 .75 .90 .95
## 76.0 82.0 90.0 91.0 91.8
##
## lowest : 63 75 76 81 82, highest: 85 87 90 91 95
##
## Value 63 75 76 81 82 85 87 90 91 95
## Frequency 1 2 2 1 3 1 2 2 2 1
## Proportion 0.059 0.118 0.118 0.059 0.176 0.059 0.118 0.118 0.118 0.059
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd
## 17 1 9 0.968 7.559 1.713
##
## lowest : 4.0 4.5 6.0 6.5 7.0, highest: 7.0 7.5 8.0 8.5 9.0
##
## Value 4.0 4.5 6.0 6.5 7.0 7.5 8.0 8.5 9.0
## Frequency 1 1 1 1 2 1 3 2 5
## Proportion 0.059 0.059 0.059 0.059 0.118 0.059 0.176 0.118 0.294
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd
## 17 1 6 0.89 5.765 1.735
##
## lowest : 3 4 5 6 7, highest: 4 5 6 7 9
##
## Value 3 4 5 6 7 9
## Frequency 1 1 8 2 3 2
## Proportion 0.059 0.059 0.471 0.118 0.176 0.118
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 18 0 3
##
## Value HTAP Normale
## Frequency 3 2 13
## Proportion 0.167 0.111 0.722
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 17 1 15 0.998 69.52 11.3 55.8 58.8
## .25 .50 .75 .90 .95
## 65.0 68.0 76.0 80.4 83.0
##
## lowest : 51 57 60 62 65, highest: 76 78 80 81 91
##
## Value 51.0 57.0 60.0 62.0 65.0 67.0 68.0 68.1 69.0 75.8 76.0
## Frequency 1 1 1 1 2 1 2 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.118 0.059 0.118 0.059 0.059 0.059 0.059
##
## Value 78.0 80.0 81.0 91.0
## Frequency 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 16 2 11 0.987 40.3 4.892 34.00 34.75
## .25 .50 .75 .90 .95
## 37.50 41.00 42.00 46.00 47.25
##
## lowest : 34.0 35.5 36.0 38.0 38.3, highest: 41.0 42.0 45.0 47.0 48.0
##
## Value 34.0 35.5 36.0 38.0 38.3 40.0 41.0 42.0 45.0 47.0 48.0
## Frequency 2 1 1 1 1 1 3 3 1 1 1
## Proportion 0.125 0.062 0.062 0.062 0.062 0.062 0.188 0.188 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 13 0.993 890 244.7 589.5 670.0
## .25 .50 .75 .90 .95
## 800.0 845.0 1000.0 1130.0 1240.5
##
## lowest : 530 600 700 800 840, highest: 1000 1010 1100 1200 1470
##
## Value 530 600 700 800 840 850 870 910 1000 1010 1100
## Frequency 1 1 2 3 2 1 1 1 2 1 1
## Proportion 0.056 0.056 0.111 0.167 0.111 0.056 0.056 0.056 0.111 0.056 0.056
##
## Value 1200 1470
## Frequency 1 1
## Proportion 0.056 0.056
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 13 0.988 29.24 7.799 19.98 21.12
## .25 .50 .75 .90 .95
## 23.00 29.50 35.75 36.86 37.15
##
## lowest : 19.9 20.0 21.6 23.0 26.0, highest: 35.0 36.0 36.8 37.0 38.0
##
## Value 19.9 20.0 21.6 23.0 26.0 27.0 32.0 34.0 35.0 36.0 36.8
## Frequency 1 1 1 4 1 1 1 1 2 2 1
## Proportion 0.056 0.056 0.056 0.222 0.056 0.056 0.056 0.056 0.111 0.111 0.056
##
## Value 37.0 38.0
## Frequency 1 1
## Proportion 0.056 0.056
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 17 0.999 5799 1385 3992 4126
## .25 .50 .75 .90 .95
## 4885 5950 6655 7189 7547
##
## lowest : 3950 4000 4180 4570 4800, highest: 6700 6800 7060 7490 7870
##
## Value 3950 4000 4180 4570 4800 5140 5600 5910 5990 6100 6110
## Frequency 1 1 1 1 1 1 2 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.111 0.056 0.056 0.056 0.056
##
## Value 6520 6700 6800 7060 7490 7870
## Frequency 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 17 0.999 259.9 54.86 212.1 218.8
## .25 .50 .75 .90 .95
## 231.5 240.0 289.0 315.9 342.2
##
## lowest : 190 216 220 231 233, highest: 297 305 309 332 400
##
## Value 190 216 220 231 233 234 237 239 241 246 263
## Frequency 1 1 2 1 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.111 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 265 297 305 309 332 400
## Frequency 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 17 1 16 0.999 2285 734.1 1374 1482
## .25 .50 .75 .90 .95
## 1730 2240 2730 3080 3182
##
## lowest : 1230 1410 1530 1600 1730, highest: 2730 2860 3020 3170 3230
##
## Value 1230 1410 1530 1600 1730 2140 2200 2240 2300 2510 2700
## Frequency 1 1 1 1 1 1 1 2 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059
##
## Value 2730 2860 3020 3170 3230
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 16 2 12 0.994 61.33 18.78 40.25 41.00
## .25 .50 .75 .90 .95
## 49.40 58.00 73.28 83.00 85.00
##
## lowest : 38.0 41.0 47.6 50.0 54.0, highest: 70.0 72.7 75.0 81.0 85.0
##
## Value 38.0 41.0 47.6 50.0 54.0 55.0 61.0 70.0 72.7 75.0 81.0
## Frequency 1 2 1 1 1 2 1 2 1 1 1
## Proportion 0.062 0.125 0.062 0.062 0.062 0.125 0.062 0.125 0.062 0.062 0.062
##
## Value 85.0
## Frequency 2
## Proportion 0.125
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 18 1 8321 1438 6245 6959
## .25 .50 .75 .90 .95
## 7600 8315 9525 9854 9983
##
## lowest : 5650 6350 7220 7300 7530, highest: 9740 9760 9800 9980 10000
##
## Value 5650 6350 7220 7300 7530 7810 8000 8160 8300 8330 8420
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 8554 8880 9740 9760 9800 9980 10000
## Frequency 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 15 0.997 131.1 15.56 107.8 113.6
## .25 .50 .75 .90 .95
## 122.8 133.0 139.5 149.3 150.0
##
## lowest : 106.7 108.0 116.0 121.0 122.0, highest: 138.0 140.0 142.0 149.0 150.0
##
## Value 106.7 108.0 116.0 121.0 122.0 125.0 127.0 130.0 136.0 137.0 138.0
## Frequency 1 1 1 1 1 2 1 1 1 1 2
## Proportion 0.056 0.056 0.056 0.056 0.056 0.111 0.056 0.056 0.056 0.056 0.111
##
## Value 140.0 142.0 149.0 150.0
## Frequency 1 1 1 2
## Proportion 0.056 0.056 0.056 0.111
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 18 0 14 0.989 69.41 8.519 61.25 62.70
## .25 .50 .75 .90 .95
## 63.00 68.50 75.75 77.90 80.58
##
## lowest : 57.00 62.00 63.00 64.00 67.00, highest: 75.00 76.00 77.00 80.00 83.88
##
## Value 57.00 62.00 63.00 64.00 67.00 68.00 69.00 71.00 71.50 75.00 76.00
## Frequency 1 1 4 1 1 1 1 1 1 1 2
## Proportion 0.056 0.056 0.222 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.111
##
## Value 77.00 80.00 83.88
## Frequency 1 1 1
## Proportion 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 16 2 13 0.996 34.5 9.383 23.50 26.00
## .25 .50 .75 .90 .95
## 29.75 33.00 38.00 44.50 49.00
##
## lowest : 22 24 28 29 30, highest: 37 38 42 47 55
##
## Value 22 24 28 29 30 32 33 34 37 38 42
## Frequency 1 1 1 1 2 1 2 1 1 2 1
## Proportion 0.062 0.062 0.062 0.062 0.125 0.062 0.125 0.062 0.062 0.125 0.062
##
## Value 47 55
## Frequency 1 1
## Proportion 0.062 0.062
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd
## 18 0 6 0.94 6.889 2.314
##
## lowest : 5 6 7 8 9, highest: 6 7 8 9 15
##
## Value 5 6 7 8 9 15
## Frequency 5 6 2 2 2 1
## Proportion 0.278 0.333 0.111 0.111 0.111 0.056
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 18 0 3
##
## Value Complete Non Fait
## Frequency 1 8 9
## Proportion 0.056 0.444 0.500
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 18 0 6
##
## lowest : LID LID_LIG LIG LSD LSD LM
## highest: LID_LIG LIG LSD LSD LM LSG
##
## Value LID LID_LIG LIG LSD LSD LM LSG
## Frequency 1 1 5 3 2 6
## Proportion 0.056 0.056 0.278 0.167 0.111 0.333
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 18 0 4
##
## Value Exacerbation BPCO Autre
## Frequency 12 4 1
## Proportion 0.667 0.222 0.056
##
## Value Majoration dyspnée
## Frequency 1
## Proportion 0.056
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct
## 18 0 4
##
## Value 01/08/2019 03/08/2019 11/01/2019
## Frequency 15 1 1 1
## Proportion 0.833 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 4 14 3 0.9 14.75 18.83
##
## Value 1 27 30
## Frequency 2 1 1
## Proportion 0.50 0.25 0.25
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0
## n missing distinct
## 18 0 7
##
## lowest : aerosols AEROSOLS, a la 2e pose du LID Décompensation avec part cardiaque : furo atb ctc aerosols EMBOLIE PULM
## highest: AEROSOLS, a la 2e pose du LID Décompensation avec part cardiaque : furo atb ctc aerosols EMBOLIE PULM passage SI, salbu USI, bronchodilat
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct
## 18 0 7
##
## lowest : Exacerbation BPCO Autre Hémoptysie Majoration dyspnée
## highest: Autre Hémoptysie Majoration dyspnée Pneumonie Pneumothorax
##
## (10, 0.556), Exacerbation BPCO (3, 0.167), Autre (1, 0.056), Hémoptysie (1,
## 0.056), Majoration dyspnée (1, 0.056), Pneumonie (1, 0.056), Pneumothorax (1,
## 0.056)
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 6 12 6 1 14.67 21.33
##
## lowest : 0 2 4 6 28, highest: 2 4 6 28 48
##
## Value 0 2 4 6 28 48
## Frequency 1 1 1 1 1 1
## Proportion 0.167 0.167 0.167 0.167 0.167 0.167
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct
## 18 0 9
##
## lowest : aerosols AEROSOLS 4SEM ATB DRAINAGE SI, RETRAIT D UNE VALVE, REPOSEE ENSUITE
## highest: DRAINAGE SI, RETRAIT D UNE VALVE, REPOSEE ENSUITE FIEVRE, ATB PROLONGEE O2, atb retrait valves SUR GRANULOME, ENDOS
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 16 0.999 1091 514.3 584 654
## .25 .50 .75 .90 .95
## 800 900 1220 1516 1998
##
## lowest : 520 600 690 790 800, highest: 1220 1240 1300 1840 2630
##
## Value 520 600 690 790 800 820 890 900 1040 1160 1200
## Frequency 1 1 1 1 1 1 1 2 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059
##
## Value 1220 1240 1300 1840 2630
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 14 0.996 35.09 12.02 21.8 22.0
## .25 .50 .75 .90 .95
## 27.6 36.0 42.0 45.0 50.4
##
## lowest : 21.0 22.0 23.0 27.6 29.0, highest: 40.0 42.0 43.0 48.0 60.0
##
## Value 21.0 22.0 23.0 27.6 29.0 33.0 34.0 36.0 38.0 40.0 42.0
## Frequency 1 2 1 1 1 1 1 2 1 1 2
## Proportion 0.059 0.118 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.118
##
## Value 43.0 48.0 60.0
## Frequency 1 1 1
## Proportion 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 16 0.999 218.8 456.8 -224 -146
## .25 .50 .75 .90 .95
## -10 100 370 514 782
##
## lowest : -320 -200 -110 -60 -10, highest: 370 390 510 520 1830
##
## Value -320 -200 -110 -60 -10 0 20 60 100 230 290
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 370 390 510 520 1830
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 16 0.999 2561 750.3 1662 1750
## .25 .50 .75 .90 .95
## 2230 2500 3160 3340 3424
##
## lowest : 1430 1720 1770 1800 2230, highest: 3160 3170 3300 3400 3520
##
## Value 1430 1720 1770 1800 2230 2350 2470 2500 2630 2840 2900
## Frequency 1 1 1 1 1 2 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059 0.059
##
## Value 3160 3170 3300 3400 3520
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 68.41 15.37 48.00 50.20
## .25 .50 .75 .90 .95
## 60.80 69.00 79.00 81.32 84.12
##
## lowest : 44.0 49.0 51.0 59.5 60.8, highest: 79.0 80.0 80.6 82.4 91.0
##
## Value 44.0 49.0 51.0 59.5 60.8 61.0 63.0 66.0 69.0 73.0 76.6
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 77.0 79.0 80.0 80.6 82.4 91.0
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 408.2 842.6 -462 -282
## .25 .50 .75 .90 .95
## 70 210 700 1124 1574
##
## lowest : -870 -360 -230 -160 70, highest: 700 930 1000 1310 2630
##
## Value -870 -360 -230 -160 70 120 130 140 210 290 360
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 670 700 930 1000 1310 2630
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 16 0.999 8291 1567 6344 6742
## .25 .50 .75 .90 .95
## 7330 8420 9100 9990 10192
##
## lowest : 5640 6520 6890 6900 7330, highest: 9020 9100 9890 10140 10400
##
## Value 5640 6520 6890 6900 7330 7340 8200 8280 8420 8870 8910
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 9020 9100 9890 10140 10400
## Frequency 1 2 1 1 1
## Proportion 0.059 0.118 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 15 0.998 130.4 13.58 112.4 115.2
## .25 .50 .75 .90 .95
## 124.0 133.0 137.0 142.0 145.3
##
## lowest : 106.0 114.0 116.0 123.0 124.0, highest: 136.0 137.0 141.0 143.6 152.0
##
## Value 106.0 114.0 116.0 123.0 124.0 128.0 129.0 133.0 134.0 135.5 136.0
## Frequency 1 1 1 1 2 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 137.0 141.0 143.6 152.0
## Frequency 1 2 1 1
## Proportion 0.059 0.118 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 -76.71 719.3 -1082.0 -922.0
## .25 .50 .75 .90 .95
## -320.0 140.0 260.0 458.4 648.8
##
## lowest : -1530 -970 -890 -880 -320, highest: 260 380 400 546 1060
##
## Value -1530 -970 -890 -880 -320 -50 -10 40 140 150 170
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 200 260 380 400 546 1060
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 5609 1448 4166 4384
## .25 .50 .75 .90 .95
## 4600 5540 6400 6894 7420
##
## lowest : 3870 4240 4480 4490 4600, highest: 6400 6640 6750 7110 8660
##
## Value 3870 4240 4480 4490 4600 4670 4680 4960 5540 5900 6160
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 6200 6400 6640 6750 7110 8660
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 16 0.999 239.5 48.56 180.2 182.6
## .25 .50 .75 .90 .95
## 217.0 234.0 262.0 297.8 301.2
##
## lowest : 173 182 183 208 217, highest: 262 280 297 299 310
##
## Value 173 182 183 208 217 221 228 232 234 253 258
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 262 280 297 299 310
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 17 1 -249.4 1315 -1812 -1622
## .25 .50 .75 .90 .95
## -1110 -160 420 1054 1288
##
## lowest : -2380 -1670 -1590 -1430 -1110, highest: 420 640 1010 1120 1960
##
## Value -2380 -1670 -1590 -1430 -1110 -470 -360 -330 -160 -130 -60
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 300 420 640 1010 1120 1960
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 14 4 14 1 347.3 139.1 193.0 215.0
## .25 .50 .75 .90 .95
## 268.2 329.0 410.0 484.1 545.5
##
## lowest : 180 200 250 265 278, highest: 380 420 447 500 630
##
## Value 180 200 250 265 278 309 315 343 345 380 420
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071
##
## Value 447 500 630
## Frequency 1 1 1
## Proportion 0.071 0.071 0.071
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 14 4 13 0.998 83.64 7.33 75.30 76.30
## .25 .50 .75 .90 .95
## 78.25 83.50 89.00 90.70 91.35
##
## lowest : 74 76 77 78 79, highest: 88 89 90 91 92
##
## Value 74 76 77 78 79 81 82 85 88 89 90
## Frequency 1 1 1 1 1 1 1 1 1 2 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.143 0.071
##
## Value 91 92
## Frequency 1 1
## Proportion 0.071 0.071
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd
## 14 4 5 0.91 6.893 2.038
##
## lowest : 2.5 5.0 6.0 8.0 9.0, highest: 2.5 5.0 6.0 8.0 9.0
##
## Value 2.5 5.0 6.0 8.0 9.0
## Frequency 1 2 3 6 2
## Proportion 0.071 0.143 0.214 0.429 0.143
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 14 4 14 1 12 104.9 -155.30 -95.80
## .25 .50 .75 .90 .95
## -14.00 23.50 64.25 88.90 122.15
##
## lowest : -219 -121 -37 -20 4, highest: 50 69 84 91 180
##
## Value -219 -121 -37 -20 4 7 21 26 33 50 69
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071
##
## Value 84 91 180
## Frequency 1 1 1
## Proportion 0.071 0.071 0.071
## --------------------------------------------------------------------------------
## mMRC_1
## n missing distinct Info Mean Gmd
## 16 2 4 0.891 2.125 1.15
##
## Value 1 2 3 4
## Frequency 6 3 6 1
## Proportion 0.375 0.188 0.375 0.062
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 17 1 15 0.998 22.89 5.196 14.96 17.18
## .25 .50 .75 .90 .95
## 21.00 24.00 25.00 27.80 29.40
##
## lowest : 14.0 15.2 18.5 19.8 21.0, highest: 25.0 26.6 27.0 29.0 31.0
##
## Value 14.0 15.2 18.5 19.8 21.0 21.1 21.5 22.0 24.0 24.5 25.0
## Frequency 1 1 1 1 1 1 1 1 2 1 2
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.118
##
## Value 26.6 27.0 29.0 31.0
## Frequency 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 14 4 6 0.952 4.5 2.011
##
## lowest : 2 3 4 5 6, highest: 3 4 5 6 8
##
## Value 2 3 4 5 6 8
## Frequency 2 2 4 1 4 1
## Proportion 0.143 0.143 0.286 0.071 0.286 0.071
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 18 0 4
##
## Value Exacerbation BPCO Engluement valve
## Frequency 9 6 2
## Proportion 0.500 0.333 0.111
##
## Value Majoration dyspnée
## Frequency 1
## Proportion 0.056
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 18 0 2
##
## Value Majoration dyspnée
## Frequency 17 1
## Proportion 0.944 0.056
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct
## 18 0 10
##
## lowest : 1 exa, en rehab // retrait valves AEROSOLS DOMICILE atb au domicile, multiples exacerbation chez un patient colo à achromo consult
## highest: CTC ATB, PLUSIEURS EXA Fibro apsi HOSPIT ATB CTC AEROSOLS X2 + AJOUT AZITHRO mauvais tlvr, chgt de 2 valves disfonctionnelles : atelectasie retrouvée Retrait 3 valves lingula
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 12 6 12 1 950.8 449.5 495.5 510.0
## .25 .50 .75 .90 .95
## 637.5 1000.0 1092.5 1280.0 1570.0
##
## lowest : 490 500 600 650 700, highest: 1080 1090 1100 1300 1900
##
## Value 490 500 600 650 700 940 1060 1080 1090 1100 1300
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083
##
## Value 1900
## Frequency 1
## Proportion 0.083
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd
## 11 7 8 0.977 30.36 11.89
##
## lowest : 17 19 20 23 30, highest: 23 30 38 41 48
##
## Value 17 19 20 23 30 38 41 48
## Frequency 1 1 1 1 3 2 1 1
## Proportion 0.091 0.091 0.091 0.091 0.273 0.182 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 12 6 11 0.997 78.33 384.2 -357.0 -236.0
## .25 .50 .75 .90 .95
## -132.5 35.0 390.0 426.0 484.0
##
## lowest : -500 -240 -200 -110 -100, highest: 70 260 390 430 550
##
## Value -500 -240 -200 -110 -100 0 70 260 390 430 550
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.083 0.167 0.083 0.083
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 2282 747.6 1665 1700
## .25 .50 .75 .90 .95
## 1720 2140 2555 3270 3435
##
## lowest : 1630 1700 1710 1730 2060, highest: 2150 2400 2710 3270 3600
##
## Value 1630 1700 1710 1730 2060 2140 2150 2400 2710 3270 3600
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 59.73 15.38 43.5 47.0
## .25 .50 .75 .90 .95
## 50.0 58.0 67.5 74.0 78.5
##
## lowest : 40 47 48 52 55, highest: 65 67 68 74 83
##
## Value 40 47 48 52 55 58 65 67 68 74 83
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 197.3 1117 -1020 -810
## .25 .50 .75 .90 .95
## -430 250 640 1180 1620
##
## lowest : -1230 -810 -770 -90 -20, highest: 320 370 910 1180 2060
##
## Value -1230 -810 -770 -90 -20 250 320 370 910 1180 2060
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 8359 1895 5965 6200
## .25 .50 .75 .90 .95
## 7515 8560 9250 10370 10585
##
## lowest : 5730 6200 7430 7600 7900, highest: 8860 8900 9600 10370 10800
##
## Value 5730 6200 7430 7600 7900 8560 8860 8900 9600 10370 10800
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 10 0.995 142.4 44.28 110.5 114.0
## .25 .50 .75 .90 .95
## 117.0 130.0 138.5 153.7 223.8
##
## lowest : 107.0 114.0 120.0 124.0 130.0, highest: 133.0 134.0 143.0 153.7 294.0
##
## Value 107.0 114.0 120.0 124.0 130.0 133.0 134.0 143.0 153.7 294.0
## Frequency 1 2 1 1 1 1 1 1 1 1
## Proportion 0.091 0.182 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 -66.73 807.7 -945 -870
## .25 .50 .75 .90 .95
## -610 20 433 610 835
##
## lowest : -1020 -870 -820 -400 -260, highest: 80 306 560 610 1060
##
## Value -1020 -870 -820 -400 -260 20 80 306 560 610 1060
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 5633 1988 3845 4090
## .25 .50 .75 .90 .95
## 4175 5500 6610 7550 8225
##
## lowest : 3600 4090 4150 4200 4450, highest: 6300 6340 6880 7550 8900
##
## Value 3600 4090 4150 4200 4450 5500 6300 6340 6880 7550 8900
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 240 63.64 180.5 182.0
## .25 .50 .75 .90 .95
## 191.0 245.0 282.0 295.0 314.5
##
## lowest : 179 182 189 193 200, highest: 259 275 289 295 334
##
## Value 179 182 189 193 200 245 259 275 289 295 334
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 11 1 -231.8 1758 -2185 -1460
## .25 .50 .75 .90 .95
## -1135 -180 740 850 1820
##
## lowest : -2910 -1460 -1300 -970 -940, highest: 90 700 780 850 2790
##
## Value -2910 -1460 -1300 -970 -940 -180 90 700 780 850 2790
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd
## 8 10 6 0.952 83 6.286
##
## lowest : 77 80 81 82 90, highest: 80 81 82 90 94
##
## Value 77 80 81 82 90 94
## Frequency 1 3 1 1 1 1
## Proportion 0.125 0.375 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd
## 8 10 8 1 389.1 154.8
##
## lowest : 219 285 331 339 360, highest: 339 360 448 498 633
##
## Value 219 285 331 339 360 448 498 633
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.125 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 8 10 4 0.929 7.188 2.089
##
## Value 5.0 8.0 8.5 9.0
## Frequency 3 2 1 2
## Proportion 0.375 0.250 0.125 0.250
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 17 1 4 0.836 1.882 1.426
##
## Value 0 1 2 3
## Frequency 4 3 1 9
## Proportion 0.235 0.176 0.059 0.529
## --------------------------------------------------------------------------------
## Gain.TM6_2
## n missing distinct Info Mean Gmd
## 8 10 8 1 19.5 118.4
##
## lowest : -136 -80 -33 -27 87, highest: -27 87 107 118 120
##
## Value -136 -80 -33 -27 87 107 118 120
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.125 0.125 0.125 0.125 0.125 0.125 0.125 0.125
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 11 7 4 0.927 2.727 1.273
##
## Value 1 2 3 4
## Frequency 2 2 4 3
## Proportion 0.182 0.182 0.364 0.273
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 11 7 10 0.995 22.99 6.375 14.60 15.20
## .25 .50 .75 .90 .95
## 20.10 23.00 26.25 29.00 30.00
##
## lowest : 14.0 15.2 18.5 21.7 23.0, highest: 25.0 25.5 27.0 29.0 31.0
##
## Value 14.0 15.2 18.5 21.7 23.0 25.0 25.5 27.0 29.0 31.0
## Frequency 1 1 1 1 2 1 1 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.182 0.091 0.091 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 8 10 5 0.964 4.625 2.536
##
## lowest : 2 3 5 6 8, highest: 2 3 5 6 8
##
## Value 2 3 5 6 8
## Frequency 2 1 2 2 1
## Proportion 0.250 0.125 0.250 0.250 0.125
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct
## 18 0 3
##
## Value Exacerbation BPCO Hémoptysie
## Frequency 12 5 1
## Proportion 0.667 0.278 0.056
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct
## 18 0 2
##
## Value Migration valve
## Frequency 17 1
## Proportion 0.944 0.056
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 18 0 2
##
## Value Non Oui
## Frequency 14 4
## Proportion 0.778 0.222
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 18 0 3
##
## Value Non retrait complet retrait partiel
## Frequency 14 3 1
## Proportion 0.778 0.167 0.056
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd
## 4 14 4 1 10.69 6.405
##
## Value 5.17 8.33 12.77 16.50
## Frequency 1 1 1 1
## Proportion 0.25 0.25 0.25 0.25
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 18 0 5
##
## lowest : DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG EFR et dyspnée inchangés Hemopt et projet de greffe PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE
## highest: DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG EFR et dyspnée inchangés Hemopt et projet de greffe PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE
## --------------------------------------------------------------------------------Groupe 1 : patients non traités par valves
Descriptif des patients adressés entre le 01/01/2018 au 27/06/2019 qui n’ont pas bénéficié d’un traitement par valves
Groupe1_NoValves <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Groupe_1/Groupe1_NoValves.csv", stringsAsFactors=TRUE)
G1_NV<-Groupe1_NoValvesdescribe(G1_NV)## G1_NV
##
## 63 Variables 24 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 24 0 1 Groupe_1
##
## Value Groupe_1
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 24 0 24 1 62.25 10.7 48.46 50.90
## .25 .50 .75 .90 .95
## 54.90 63.29 69.58 71.34 72.31
##
## lowest : 46.38 48.06 50.73 51.30 52.76, highest: 70.79 71.11 71.44 72.46 81.12
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 24 0 2
##
## Value F H
## Frequency 7 17
## Proportion 0.292 0.708
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 24 0 4
##
## Value Hopital public Privé Suivi CHUT Ville
## Frequency 10 8 3 3
## Proportion 0.417 0.333 0.125 0.125
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 24 0 2
##
## Value Non Oui
## Frequency 5 19
## Proportion 0.208 0.792
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 24 0 2
##
## Value Non Oui
## Frequency 1 23
## Proportion 0.042 0.958
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 24 0 2
##
## Value Non Oui
## Frequency 8 16
## Proportion 0.333 0.667
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 24 0 1 Non
##
## Value Non
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Nbre.de.raison
## n missing distinct Info Mean Gmd
## 24 0 4 0.847 1.75 0.9493
##
## Value 1 2 3 4
## Frequency 12 7 4 1
## Proportion 0.500 0.292 0.167 0.042
## --------------------------------------------------------------------------------
## Raison_non.pose_1
## n missing distinct
## 24 0 5
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_2
## n missing distinct
## 24 0 5
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_3
## n missing distinct
## 24 0 5
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_4
## n missing distinct
## 24 0 2
##
## --------------------------------------------------------------------------------
## Raison_clinique_1
## n missing distinct
## 24 0 6
##
## lowest : Raison clinique : Refus du patient Raison clinique : Atcd chir Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé)
## highest: Raison clinique : Refus du patient Raison clinique : Atcd chir Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé) Raison clinique :Tabac actif 2
## --------------------------------------------------------------------------------
## Raison.clinique_2
## n missing distinct
## 24 0 3
##
## Value Raison clinique : Pas de rehab
## Frequency 21 2
## Proportion 0.875 0.083
##
## Value Raison clinique : Exacerbation
## Frequency 1
## Proportion 0.042
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_1
## n missing distinct
## 24 0 3
##
## (19, 0.792), Raison paraclinique EFR : VEMS trop élevé (3, 0.125), Raison
## paraclinique EFR :VR trop bas (2, 0.083)
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_2
## n missing distinct
## 24 0 2
##
## Value
## Frequency 22
## Proportion 0.917
##
## Value Raison paraclinique EFR :VR trop bas
## Frequency 2
## Proportion 0.083
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_1
## n missing distinct
## 24 0 4
##
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_2
## n missing distinct
## 24 0 2
##
## Value
## Frequency 23
## Proportion 0.958
##
## Value Raison paraclinique imagerie : pas de cible TDM-scinti
## Frequency 1
## Proportion 0.042
## --------------------------------------------------------------------------------
## Raison_scissure_perméable
## n missing distinct
## 24 0 2
##
## Value
## Frequency 17
## Proportion 0.708
##
## Value Raison scissure perméable : Chartis
## Frequency 7
## Proportion 0.292
## --------------------------------------------------------------------------------
## Raison_clinique_cardio
## n missing distinct
## 24 0 3
##
## (20, 0.833), Raison clinique cardio : Cardiopathie (2, 0.083), Raison clinique
## cardio : HTAP (2, 0.083)
## --------------------------------------------------------------------------------
## Antécédents
## n missing distinct
## 24 0 5
##
## lowest : Antécédents : cancer pulmonaire ou nodule Antécédents : cardiopathie Antécédents : HTAP Antécédents : pneumonie
## highest: Antécédents : cancer pulmonaire ou nodule Antécédents : cardiopathie Antécédents : HTAP Antécédents : pneumonie
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 24 0 3
##
## Value actif Non_fumeur Sevré
## Frequency 2 1 21
## Proportion 0.083 0.042 0.875
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 24 0 2
##
## Value Non Oui
## Frequency 23 1
## Proportion 0.958 0.042
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 23 1 18 0.997 1.712 0.1168 1.532 1.556
## .25 .50 .75 .90 .95
## 1.640 1.750 1.790 1.820 1.820
##
## lowest : 1.51 1.53 1.55 1.58 1.61, highest: 1.78 1.79 1.80 1.82 1.84
##
## Value 1.51 1.53 1.55 1.58 1.61 1.63 1.65 1.67 1.68 1.69 1.75
## Frequency 1 1 1 1 1 1 1 1 1 1 2
## Proportion 0.043 0.043 0.043 0.043 0.043 0.043 0.043 0.043 0.043 0.043 0.087
##
## Value 1.76 1.77 1.78 1.79 1.80 1.82 1.84
## Frequency 1 1 2 2 1 3 1
## Proportion 0.043 0.043 0.087 0.087 0.043 0.130 0.043
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 23 1 18 0.994 67.57 17.59 43.6 50.2
## .25 .50 .75 .90 .95
## 59.0 65.0 76.0 84.8 95.9
##
## lowest : 42 43 49 55 56, highest: 78 80 86 97 109
##
## Value 42 43 49 55 56 58 60 62 64 65 67
## Frequency 1 1 1 1 1 1 1 2 1 4 1
## Proportion 0.043 0.043 0.043 0.043 0.043 0.043 0.043 0.087 0.043 0.174 0.043
##
## Value 72 74 78 80 86 97 109
## Frequency 1 1 1 2 1 1 1
## Proportion 0.043 0.043 0.043 0.087 0.043 0.043 0.043
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 23 1 22 1 22.94 4.66 18.45 18.76
## .25 .50 .75 .90 .95
## 19.77 22.34 23.84 27.26 29.13
##
## lowest : 18.37 18.42 18.73 18.90 19.20, highest: 24.14 25.25 27.76 29.28 40.04
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 24 0 3 0.835 3.167 0.7536
##
## Value 2 3 4
## Frequency 4 12 8
## Proportion 0.167 0.500 0.333
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 24 0 4
##
## Value A B C D
## Frequency 1 15 1 7
## Proportion 0.042 0.625 0.042 0.292
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 24 0 2
##
## Value Non Oui
## Frequency 16 8
## Proportion 0.667 0.333
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 24 0 2
##
## Value Non Oui
## Frequency 21 3
## Proportion 0.875 0.125
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 23 1 4 0.869 2.739 0.9407
##
## Value 1 2 3 4
## Frequency 2 6 11 4
## Proportion 0.087 0.261 0.478 0.174
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct
## 24 0 2
##
## Value Non Oui
## Frequency 4 20
## Proportion 0.167 0.833
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 24 0 2
##
## Value Non Oui
## Frequency 7 17
## Proportion 0.292 0.708
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct
## 24 0 3
##
## Value Non Oui
## Frequency 2 3 19
## Proportion 0.083 0.125 0.792
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 24 0 4
##
## Value Effort Non Repos
## Frequency 1 4 9 10
## Proportion 0.042 0.167 0.375 0.417
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 24 0 5
##
## lowest : ACTIF Apres dressage Non Oui
## highest: ACTIF Apres dressage Non Oui
##
## Value ACTIF Apres dressage Non
## Frequency 1 3 2 1
## Proportion 0.042 0.125 0.083 0.042
##
## Value Oui
## Frequency 17
## Proportion 0.708
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 24 0 2
##
## Value Non Oui
## Frequency 23 1
## Proportion 0.958 0.042
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 24 0 7
##
## lowest : LID LIG LSD LSD LM LSD_LSG
## highest: LSD LSD LM LSD_LSG LSG Pas de cible
##
## Value LID LIG LSD LSD LM LSD_LSG
## Frequency 2 1 6 2 5
## Proportion 0.083 0.042 0.250 0.083 0.208
##
## Value LSG Pas de cible
## Frequency 2 6
## Proportion 0.083 0.250
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 24 0 4
##
## Value sissures étanches sissures incompletes
## Frequency 9 6 1
## Proportion 0.375 0.250 0.042
##
## Value sissures intermediare
## Frequency 8
## Proportion 0.333
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 24 0 6
##
## lowest : LID LIG LSD LSD_LSG
## highest: LID LIG LSD LSD_LSG pas de cible
##
## Value LID LIG LSD LSD_LSG
## Frequency 2 2 1 5 6
## Proportion 0.083 0.083 0.042 0.208 0.250
##
## Value pas de cible
## Frequency 8
## Proportion 0.333
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 24 0 3
##
## Value Hètérogène Homogène
## Frequency 9 8 7
## Proportion 0.375 0.333 0.292
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 22 2 21 0.999 351.4 158.8 123.0 186.0
## .25 .50 .75 .90 .95
## 276.8 331.0 412.8 555.9 575.1
##
## lowest : 120 180 240 258 275, highest: 530 537 558 576 585
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 22 2 16 0.994 81.91 8.823 66.25 71.40
## .25 .50 .75 .90 .95
## 79.25 83.50 86.00 89.00 90.90
##
## lowest : 62 66 71 75 76, highest: 85 86 89 91 95
##
## Value 62 66 71 75 76 79 80 81 82 83 84
## Frequency 1 1 1 1 1 1 1 1 1 2 2
## Proportion 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.091 0.091
##
## Value 85 86 89 91 95
## Frequency 1 3 3 1 1
## Proportion 0.045 0.136 0.136 0.045 0.045
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 22 2 10 0.983 6.614 2.587 3.025 3.650
## .25 .50 .75 .90 .95
## 5.000 7.000 8.375 9.000 9.000
##
## lowest : 1.0 3.0 3.5 5.0 6.0, highest: 7.0 8.0 8.5 9.0 10.0
##
## Value 1.0 3.0 3.5 5.0 6.0 7.0 8.0 8.5 9.0 10.0
## Frequency 1 1 1 4 3 2 4 2 3 1
## Proportion 0.045 0.045 0.045 0.182 0.136 0.091 0.182 0.091 0.136 0.045
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd
## 22 2 7 0.934 5.364 1.671
##
## lowest : 2 3 4 5 6, highest: 4 5 6 7 10
##
## Value 2 3 4 5 6 7 10
## Frequency 1 1 3 7 7 2 1
## Proportion 0.045 0.045 0.136 0.318 0.318 0.091 0.045
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 24 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 2 3 4 15
## Proportion 0.083 0.125 0.167 0.625
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 16 8 15 0.999 68.01 12.88 49.50 53.00
## .25 .50 .75 .90 .95
## 65.00 67.50 74.17 80.50 84.50
##
## lowest : 45.0 51.0 55.0 65.0 65.2, highest: 73.0 77.7 78.0 83.0 89.0
##
## Value 45.0 51.0 55.0 65.0 65.2 65.3 66.0 69.0 70.0 71.0 73.0
## Frequency 1 1 1 2 1 1 1 1 1 1 1
## Proportion 0.062 0.062 0.062 0.125 0.062 0.062 0.062 0.062 0.062 0.062 0.062
##
## Value 77.7 78.0 83.0 89.0
## Frequency 1 1 1 1
## Proportion 0.062 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 19 5 15 0.99 38.49 6.945 30.30 30.90
## .25 .50 .75 .90 .95
## 35.35 38.00 40.50 43.96 51.60
##
## lowest : 28.5 30.5 31.0 34.7 35.0, highest: 40.0 41.0 42.2 51.0 57.0
##
## Value 28.5 30.5 31.0 34.7 35.0 35.7 36.0 37.1 38.0 38.7 40.0
## Frequency 1 1 1 1 1 1 1 1 4 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.211 0.053 0.053
##
## Value 41.0 42.2 51.0 57.0
## Frequency 2 1 1 1
## Proportion 0.105 0.053 0.053 0.053
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 23 1 20 0.998 1113 569.6 591 600
## .25 .50 .75 .90 .95
## 750 1000 1290 1772 2123
##
## lowest : 430 590 600 630 740, highest: 1550 1700 1790 2160 2360
##
## Value 430 590 600 630 740 760 800 860 900 1000 1100
## Frequency 1 1 2 1 1 1 1 1 1 3 1
## Proportion 0.043 0.043 0.087 0.043 0.043 0.043 0.043 0.043 0.043 0.130 0.043
##
## Value 1200 1250 1280 1300 1550 1700 1790 2160 2360
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.043 0.043 0.043 0.043 0.043 0.043 0.043 0.043 0.043
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 24 0 17 0.994 37.5 14.84 23.15 24.30
## .25 .50 .75 .90 .95
## 29.00 33.00 43.25 58.40 66.65
##
## lowest : 19 23 24 25 27, highest: 44 57 59 68 70
##
## Value 19 23 24 25 27 29 30 31 33 38 39
## Frequency 1 1 1 1 1 2 1 2 4 2 1
## Proportion 0.042 0.042 0.042 0.042 0.042 0.083 0.042 0.083 0.167 0.083 0.042
##
## Value 43 44 57 59 68 70
## Frequency 1 2 1 1 1 1
## Proportion 0.042 0.083 0.042 0.042 0.042 0.042
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 23 1 20 0.999 4905 1477 3356 3520
## .25 .50 .75 .90 .95
## 4200 4700 5900 6520 6636
##
## lowest : 1840 3340 3500 3600 3650, highest: 6100 6200 6600 6640 7230
##
## Value 1840 3340 3500 3600 3650 4200 4300 4490 4600 4700 4820
## Frequency 1 1 1 1 1 2 1 1 2 1 1
## Proportion 0.043 0.043 0.043 0.043 0.043 0.087 0.043 0.043 0.087 0.043 0.043
##
## Value 5290 5310 5800 5900 6100 6200 6600 6640 7230
## Frequency 1 1 1 2 1 1 1 1 1
## Proportion 0.043 0.043 0.043 0.087 0.043 0.043 0.043 0.043 0.043
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 24 0 24 1 227.4 72.24 151.7 168.2
## .25 .50 .75 .90 .95
## 182.8 222.5 253.8 291.5 355.9
##
## lowest : 73 149 167 171 180, highest: 263 274 299 366 385
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 22 2 22 1 2640 1151 1274 1349
## .25 .50 .75 .90 .95
## 1812 2695 3175 3792 4304
##
## lowest : 1210 1270 1340 1430 1690, highest: 3700 3720 3800 4330 4480
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 21 3 16 0.997 73.9 20.54 47 52
## .25 .50 .75 .90 .95
## 65 71 88 93 97
##
## lowest : 37.5 47.0 52.0 54.0 60.0, highest: 88.0 89.0 93.0 97.0 103.0
##
## Value 37.5 47.0 52.0 54.0 60.0 65.0 70.0 71.0 73.0 79.0 86.5
## Frequency 1 1 1 1 1 2 2 2 1 1 1
## Proportion 0.048 0.048 0.048 0.048 0.048 0.095 0.095 0.095 0.048 0.048 0.048
##
## Value 88.0 89.0 93.0 97.0 103.0
## Frequency 2 1 2 1 1
## Proportion 0.095 0.048 0.095 0.048 0.048
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 23 1 23 1 7582 2366 5339 5552
## .25 .50 .75 .90 .95
## 6420 7900 9050 9626 10128
##
## lowest : 60 5330 5420 6080 6200, highest: 9400 9490 9660 10180 11000
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 24 0 21 0.999 131 21.14 106.0 112.0
## .25 .50 .75 .90 .95
## 116.0 133.0 144.8 152.0 155.4
##
## lowest : 87 105 112 113 116, highest: 147 151 152 156 159
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 22 2 20 0.999 61.93 13.55 43.25 48.20
## .25 .50 .75 .90 .95
## 56.23 62.00 66.75 78.48 80.90
##
## lowest : 35.0 43.0 48.0 50.0 55.0, highest: 70.0 73.8 79.0 81.0 86.0
##
## Value 35.0 43.0 48.0 50.0 55.0 56.0 56.9 60.0 61.0 62.0 62.7
## Frequency 1 1 1 1 1 1 1 2 1 2 1
## Proportion 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.091 0.045 0.091 0.045
##
## Value 63.0 65.0 66.0 67.0 70.0 73.8 79.0 81.0 86.0
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.045 0.045
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 21 3 16 0.997 32.48 6.19 26 27
## .25 .50 .75 .90 .95
## 29 32 35 39 41
##
## lowest : 23 26 27 28 29, highest: 37 38 39 41 45
##
## Value 23 26 27 28 29 30 31 32 33 34 35
## Frequency 1 1 2 1 2 1 2 1 2 2 1
## Proportion 0.048 0.048 0.095 0.048 0.095 0.048 0.095 0.048 0.095 0.095 0.048
##
## Value 37 38 39 41 45
## Frequency 1 1 1 1 1
## Proportion 0.048 0.048 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd
## 24 0 1 0 0 0
##
## Value 0
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 24 0 2
##
## Value Incomplet
## Frequency 19 5
## Proportion 0.792 0.208
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Raison.clinique_3 pourc_perfusion_lobe_traité2ème groupe 01/07/2019-> Fin 2021
Groupe 2 : total patients
Descriptif de tous les patients adressés entre le 01/07/2019 à fin 2021 pour un possible traitement par valves
Groupe2_total <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Groupe_2/Groupe2_total.csv", stringsAsFactors=TRUE)describe(Groupe2_total)## Groupe2_total
##
## 118 Variables 149 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 149 0 1 Groupe_2
##
## Value Groupe_2
## Frequency 149
## Proportion 1
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 149 0 144 1 62.5 9.313 48.39 51.29
## .25 .50 .75 .90 .95
## 57.27 62.95 68.06 71.97 76.94
##
## lowest : 44.71 46.64 46.77 47.17 47.60, highest: 77.84 78.00 79.09 79.12 82.24
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 149 0 2
##
## Value F H
## Frequency 71 78
## Proportion 0.477 0.523
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 149 0 5
##
## lowest : Hopital public Privé Suivi CHUT Ville
## highest: Hopital public Privé Suivi CHUT Ville
##
## Value Hopital public Privé Suivi CHUT
## Frequency 1 44 49 29
## Proportion 0.007 0.295 0.329 0.195
##
## Value Ville
## Frequency 26
## Proportion 0.174
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 1 28 120
## Proportion 0.007 0.188 0.805
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 1 41 107
## Proportion 0.007 0.275 0.718
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 149 0 2
##
## Value Non Oui
## Frequency 54 95
## Proportion 0.362 0.638
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct
## 149 0 2
##
## Value Non Oui
## Frequency 111 38
## Proportion 0.745 0.255
## --------------------------------------------------------------------------------
## Nbre.de.raison
## n missing distinct Info Mean Gmd
## 110 39 4 0.877 1.855 0.9131
##
## Value 1 2 3 4
## Frequency 45 40 21 4
## Proportion 0.409 0.364 0.191 0.036
## --------------------------------------------------------------------------------
## Raison_non.pose_1
## n missing distinct
## 149 0 7
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_2
## n missing distinct
## 149 0 6
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_3
## n missing distinct
## 149 0 6
##
## lowest : 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2
## highest: 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5 4 Raison scissure perméable : StratX 1/ Chartis 2 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2
## --------------------------------------------------------------------------------
## Raison_non.pose_4
## n missing distinct
## 149 0 4
##
## --------------------------------------------------------------------------------
## Raison_clinique_1
## n missing distinct
## 149 0 9
##
## lowest : Raison clinique : Pas de rehab Raison clinique : Refus du patient Raison clinique : AEG Raison clinique : Atcd chir
## highest: Raison clinique : Atcd chir Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé) Raison clinique :Tabac actif 2 Raison clinique :Traitement non optimal
## --------------------------------------------------------------------------------
## Raison.clinique_2
## n missing distinct
## 149 0 6
##
## lowest : Raison clinique : Pas de rehab Raison clinique : Refus du patient Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé)
## highest: Raison clinique : Pas de rehab Raison clinique : Refus du patient Raison clinique : Exacerbation Raison clinique : peu symptomatique (mMRC trop elevé) Raison clinique :Tabac actif 2
## --------------------------------------------------------------------------------
## Raison.clinique_3
## n missing distinct
## 149 0 4
##
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_1
## n missing distinct
## 149 0 6
##
## lowest : Raison paraclinique EFR : DLCO trop basse Raison paraclinique EFR : TM6 trop altéré Raison paraclinique EFR : VEMS trop bas Raison paraclinique EFR : VEMS trop élevé
## highest: Raison paraclinique EFR : DLCO trop basse Raison paraclinique EFR : TM6 trop altéré Raison paraclinique EFR : VEMS trop bas Raison paraclinique EFR : VEMS trop élevé Raison paraclinique EFR :VR trop bas
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_2
## n missing distinct
## 149 0 5
##
## lowest : Raison paraclinique EFR : DLCO trop basse Raison paraclinique EFR : TM6 trop altéré Raison paraclinique EFR : VEMS trop élevé Raison paraclinique EFR :VR trop bas
## highest: Raison paraclinique EFR : DLCO trop basse Raison paraclinique EFR : TM6 trop altéré Raison paraclinique EFR : VEMS trop élevé Raison paraclinique EFR :VR trop bas
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_1
## n missing distinct
## 149 0 6
##
## lowest : Raison paraclinique imagerie : bulle lobe ipsilatéral Raison paraclinique imagerie : nodule suspect Raison paraclinique imagerie : pas de cible TDM Raison paraclinique imagerie : pas de cible TDM-scinti
## highest: Raison paraclinique imagerie : bulle lobe ipsilatéral Raison paraclinique imagerie : nodule suspect Raison paraclinique imagerie : pas de cible TDM Raison paraclinique imagerie : pas de cible TDM-scinti Raison paraclinique imagerie :pas de cible scinti seule
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_2
## n missing distinct
## 149 0 3
##
## (146, 0.980), Raison paraclinique imagerie : nodule suspect (2, 0.013), Raison
## paraclinique imagerie :pas de cible scinti seule (1, 0.007)
## --------------------------------------------------------------------------------
## Raison_scissure_perméable
## n missing distinct
## 149 0 5
##
## lowest : 14 Raison scissure perméable : StratX 1/ Chartis 2 4 Raison scissure perméable : StratX 1/ Chartis 2 Raison scissure perméable : Chartis Raison scissure perméable : StratX
## highest: 14 Raison scissure perméable : StratX 1/ Chartis 2 4 Raison scissure perméable : StratX 1/ Chartis 2 Raison scissure perméable : Chartis Raison scissure perméable : StratX
## --------------------------------------------------------------------------------
## Raison_clinique_cardio
## n missing distinct
## 149 0 3
##
## (142, 0.953), Raison clinique cardio : Cardiopathie (1, 0.007), Raison clinique
## cardio : HTAP (6, 0.040)
## --------------------------------------------------------------------------------
## Antécédents
## n missing distinct
## 149 0 5
##
## lowest : Antécédents : cancer pulmonaire ou nodule Antécédents : cardiopathie Antécédents : HTAP Antécédents : pneumonie
## highest: Antécédents : cancer pulmonaire ou nodule Antécédents : cardiopathie Antécédents : HTAP Antécédents : pneumonie
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 149 0 4
##
## Value actif Non_fumeur Sevré
## Frequency 2 9 5 133
## Proportion 0.013 0.060 0.034 0.893
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 2 132 15
## Proportion 0.013 0.886 0.101
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 137 12 33 0.998 1.675 0.09281 1.550 1.576
## .25 .50 .75 .90 .95
## 1.600 1.680 1.730 1.790 1.800
##
## lowest : 1.50 1.53 1.54 1.55 1.57, highest: 1.81 1.83 1.84 1.85 1.90
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 137 12 50 0.998 64.98 15.42 44.08 48.60
## .25 .50 .75 .90 .95
## 54.80 64.00 73.00 80.00 86.00
##
## lowest : 38.0 42.0 43.0 44.0 44.1, highest: 86.0 90.0 100.0 119.0 120.0
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 139 10 128 1 23.05 4.747 16.46 18.10
## .25 .50 .75 .90 .95
## 20.14 22.79 25.63 28.05 31.22
##
## lowest : 14.84 14.88 15.41 15.44 15.62, highest: 31.92 32.05 33.59 35.15 37.04
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 149 0 4 0.809 3.342 0.6838
##
## Value 1 2 3 4
## Frequency 2 11 70 66
## Proportion 0.013 0.074 0.470 0.443
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 149 0 6
##
## lowest : A A OU B B C , highest: A A OU B B C D
##
## Value A A OU B B C D
## Frequency 3 4 4 90 1 47
## Proportion 0.020 0.027 0.027 0.604 0.007 0.315
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 2 102 45
## Proportion 0.013 0.685 0.302
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 5 135 9
## Proportion 0.034 0.906 0.060
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 138 11 5 0.885 2.768 0.9679
##
## lowest : 0 1 2 3 4, highest: 0 1 2 3 4
##
## Value 0 1 2 3 4
## Frequency 2 9 37 61 29
## Proportion 0.014 0.065 0.268 0.442 0.210
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 6 14 129
## Proportion 0.040 0.094 0.866
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 3 50 96
## Proportion 0.020 0.336 0.644
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct
## 149 0 4
##
## Value Non
## Frequency 12 6
## Proportion 0.081 0.040
##
## Value Oui PAS D ANTICHOLINERGIQUE
## Frequency 130 1
## Proportion 0.872 0.007
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 149 0 4
##
## Value Effort Non Repos
## Frequency 6 31 46 66
## Proportion 0.040 0.208 0.309 0.443
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 149 0 5
##
## lowest : ACTIF Apres dressage Non Oui
## highest: ACTIF Apres dressage Non Oui
##
## Value ACTIF Apres dressage Non
## Frequency 8 8 6 29
## Proportion 0.054 0.054 0.040 0.195
##
## Value Oui
## Frequency 98
## Proportion 0.658
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 149 0 7
##
## lowest : AIRFLOW BULLECTOMIE LSD Non Oui
## highest: BULLECTOMIE LSD Non Oui RESECTION APICALE SUR PNO SYMPHYSE G POUR PNO
##
## (1, 0.007), AIRFLOW (1, 0.007), BULLECTOMIE LSD (1, 0.007), Non (143, 0.960),
## Oui (1, 0.007), RESECTION APICALE SUR PNO (1, 0.007), SYMPHYSE G POUR PNO (1,
## 0.007)
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 149 0 14
##
## lowest : LID LID_LIG LIG LM
## highest: LSD_LSD LM_LSG LSD_LSG LSG LSG_LM Pas de cible
##
## (10, 0.067), LID (9, 0.060), LID_LIG (12, 0.081), LIG (16, 0.107), LM (2,
## 0.013), LSD (26, 0.174), LSD LM (5, 0.034), LSD LM_LSG (1, 0.007), LSD_LSD LM
## (2, 0.013), LSD_LSD LM_LSG (2, 0.013), LSD_LSG (20, 0.134), LSG (12, 0.081),
## LSG_LM (1, 0.007), Pas de cible (31, 0.208)
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 149 0 4
##
## Value sissures étanches sissures incompletes
## Frequency 40 58 15
## Proportion 0.268 0.389 0.101
##
## Value sissures intermediare
## Frequency 36
## Proportion 0.242
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 149 0 13
##
## lowest : LID LID_LIG LIG LM
## highest: LSD_LIG LSD_LSG LSD_LSG_LIG_LM LSG pas de cible
##
## (31, 0.208), LID (4, 0.027), LID_LIG (11, 0.074), LIG (19, 0.128), LM (2,
## 0.013), LSD (15, 0.101), LSD LM (5, 0.034), LSD LM_LSG (3, 0.020), LSD_LIG (1,
## 0.007), LSD_LSG (22, 0.148), LSD_LSG_LIG_LM (1, 0.007), LSG (4, 0.027), pas de
## cible (31, 0.208)
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 51 98 34 0.998 13.25 9.965 1.00 1.50
## .25 .50 .75 .90 .95
## 7.35 12.00 17.50 24.00 31.00
##
## lowest : 0.0 1.0 1.3 1.5 2.0, highest: 24.0 27.5 31.0 34.0 38.0
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 149 0 3
##
## Value Hètérogène Homogène
## Frequency 40 56 53
## Proportion 0.268 0.376 0.356
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 121 28 96 1 315.9 177.7 60 95
## .25 .50 .75 .90 .95
## 198 336 446 507 540
##
## lowest : 0 30 40 42 43, highest: 545 554 568 590 650
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 121 28 26 0.998 83.4 7.643 74 76
## .25 .50 .75 .90 .95
## 79 84 89 92 93
##
## lowest : 38 69 72 73 74, highest: 91 92 93 94 95
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 116 33 16 0.983 6.75 2.323 3 4
## .25 .50 .75 .90 .95
## 5 7 8 9 10
##
## lowest : 0.0 2.0 3.0 3.5 4.0, highest: 8.0 8.5 9.0 9.5 10.0
##
## Value 0.0 2.0 3.0 3.5 4.0 5.0 5.5 6.0 6.5 7.0 7.5
## Frequency 1 2 4 1 9 15 2 10 7 16 1
## Proportion 0.009 0.017 0.034 0.009 0.078 0.129 0.017 0.086 0.060 0.138 0.009
##
## Value 8.0 8.5 9.0 9.5 10.0
## Frequency 25 2 10 1 10
## Proportion 0.216 0.017 0.086 0.009 0.086
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd .05 .10
## 119 30 11 0.977 5.807 2.414 2.0 3.8
## .25 .50 .75 .90 .95
## 4.0 6.0 7.0 9.0 9.0
##
## lowest : 0 1 2 3 4, highest: 6 7 8 9 10
##
## Value 0 1 2 3 4 5 6 7 8 9 10
## Frequency 2 1 4 5 22 20 25 11 14 10 5
## Proportion 0.017 0.008 0.034 0.042 0.185 0.168 0.210 0.092 0.118 0.084 0.042
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 149 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 34 7 22 86
## Proportion 0.228 0.047 0.148 0.577
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 106 43 60 0.999 67.42 10 53.00 55.80
## .25 .50 .75 .90 .95
## 62.00 68.00 73.00 77.85 84.55
##
## lowest : 35.0 44.0 50.4 52.0 52.9, highest: 82.0 85.4 86.0 88.8 90.0
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 110 39 53 0.998 39.88 6.603 31.51 32.90
## .25 .50 .75 .90 .95
## 36.65 38.85 43.00 47.65 49.73
##
## lowest : 28.7 30.4 31.0 31.1 32.0, highest: 50.0 53.0 54.0 55.8 59.0
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 134 15 60 0.998 926.1 390.1 496.5 569.0
## .25 .50 .75 .90 .95
## 700.0 840.0 1100.0 1414.0 1735.0
##
## lowest : 400 450 470 490 500, highest: 1880 1930 2000 2100 2400
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 147 2 53 0.999 34.52 13.62 18.3 20.6
## .25 .50 .75 .90 .95
## 27.0 32.0 42.0 49.0 57.0
##
## lowest : 13 14 15 16 18, highest: 64 65 67 82 92
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 121 28 84 1 5018 1540 2750 3300
## .25 .50 .75 .90 .95
## 4200 5000 5900 6680 7240
##
## lowest : 1810 1910 2060 2240 2430, highest: 7500 7600 7800 7900 9800
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct
## 149 0 94
##
## lowest : >150 100 128 133 , highest: 374 391 466 86 94
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 127 22 93 1 2236 869.7 1162 1392
## .25 .50 .75 .90 .95
## 1685 2121 2630 3274 3707
##
## lowest : 950 1020 1090 1100 1140, highest: 3890 3900 4500 4600 5000
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 131 18 67 1 68.55 23.69 39 45
## .25 .50 .75 .90 .95
## 52 67 81 97 108
##
## lowest : 30 34 35 38 39, highest: 108 113 123 124 135
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 123 26 84 1 7438 1864 5162 5688
## .25 .50 .75 .90 .95
## 6300 7460 8695 9380 9691
##
## lowest : 10 1060 1190 4240 4900, highest: 9700 10111 10190 10510 11000
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 126 23 64 0.999 133.6 21.63 97.75 114.00
## .25 .50 .75 .90 .95
## 122.00 134.00 145.00 159.50 165.00
##
## lowest : 69 87 89 90 91, highest: 167 169 171 179 184
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 123 26 44 0.999 65.59 13.57 48.2 52.0
## .25 .50 .75 .90 .95
## 58.0 65.0 73.5 77.0 79.9
##
## lowest : 20 31 36 40 44, highest: 80 81 82 88 172
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 114 35 43 0.999 34.69 12.93 20.00 21.30
## .25 .50 .75 .90 .95
## 26.00 33.50 40.75 49.70 57.28
##
## lowest : 17 18 19 20 21, highest: 59 60 64 76 89
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd .05 .10
## 144 5 12 0.589 1.438 2.33 0.00 0.00
## .25 .50 .75 .90 .95
## 0.00 0.00 2.25 6.00 7.85
##
## lowest : 0 2 3 4 5, highest: 8 9 10 11 12
##
## Value 0 2 3 4 5 6 7 8 9 10 11
## Frequency 107 1 7 9 2 7 3 3 2 1 1
## Proportion 0.743 0.007 0.049 0.062 0.014 0.049 0.021 0.021 0.014 0.007 0.007
##
## Value 12
## Frequency 1
## Proportion 0.007
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 149 0 3
##
## Value Complete Incomplet
## Frequency 108 36 5
## Proportion 0.725 0.242 0.034
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 149 0 9
##
## lowest : LID LID_LIG LIG LM
## highest: LM LSD LSD LM LSD_LSG LSG
##
## Value LID LID_LIG LIG LM LSD LSD LM LSD_LSG
## Frequency 111 5 1 10 1 12 2 1
## Proportion 0.745 0.034 0.007 0.067 0.007 0.081 0.013 0.007
##
## Value LSG
## Frequency 6
## Proportion 0.040
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 149 0 7
##
## lowest : Exacerbation BPCO Autre Pneumatocèle Pneumomédiastin
## highest: Autre Pneumatocèle Pneumomédiastin Pneumonie Pneumothorax
##
## (137, 0.919), Exacerbation BPCO (5, 0.034), Autre (1, 0.007), Pneumatocèle (1,
## 0.007), Pneumomédiastin (1, 0.007), Pneumonie (1, 0.007), Pneumothorax (3,
## 0.020)
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 12 137 6 0.948 5.083 8.5
##
## lowest : 0 1 2 3 17, highest: 1 2 3 17 34
##
## Value 0 1 2 3 17 34
## Frequency 4 3 2 1 1 1
## Proportion 0.333 0.250 0.167 0.083 0.083 0.083
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0
## n missing distinct
## 149 0 13
##
## lowest : AEROSOLS ATB ATB IV CORTICO AEROSOLS
## highest: HOSPIT CTC AEROSOLS Inhalation durant fibro, atb ras SI OHD ATB, hématopneumatocèle surinfecté avec hemoptysie TOUX + BRONHCORREE sans pnp, trt antipyo
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct
## 149 0 4
##
## Value Exacerbation BPCO Mort
## Frequency 140 4 2
## Proportion 0.940 0.027 0.013
##
## Value Pneumothorax
## Frequency 3
## Proportion 0.020
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 7 142 5 0.964 10.86 14.67
##
## lowest : 0 3 6 7 30, highest: 0 3 6 7 30
##
## Value 0 3 6 7 30
## Frequency 2 1 1 1 2
## Proportion 0.286 0.143 0.143 0.143 0.286
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct
## 149 0 10
##
## lowest : AEROSOLS CTC atb ctc ATB CTC ATB IV POUR SURINF A PYO
## highest: DECES SUR HEMOTHORAX POST PNO COMPRESSIF DRAINE, DRA POST EXTUB PUIS 1 MOIS DE SI DRAINAGE SI, RETRAIT D UNE VALVE DRAINAGE, PAS DE REEXPANSION DONC RETRAIT VALVE Pneumothorax, drainé, tamponnade gazeuse avec deces SURVEILLANCE
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 28 0.999 1008 338.3 622 654
## .25 .50 .75 .90 .95
## 810 960 1170 1390 1540
##
## lowest : 500 610 630 640 710, highest: 1350 1400 1500 1600 1900
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 24 0.997 40.18 14.25 24.6 27.0
## .25 .50 .75 .90 .95
## 32.0 36.0 45.0 56.8 60.8
##
## lowest : 21 24 25 27 29, highest: 56 57 60 62 76
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 25 0.998 163 229.1 -170 -122
## .25 .50 .75 .90 .95
## 80 190 320 388 440
##
## lowest : -390 -200 -150 -140 -50, highest: 320 330 340 400 500
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 32 117 31 1 2476 819.4 1433 1618
## .25 .50 .75 .90 .95
## 2072 2350 2860 3194 3531
##
## lowest : 1310 1400 1460 1610 1690, highest: 3140 3200 3450 3630 5200
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 32 117 26 0.998 81.5 26.11 47.40 52.30
## .25 .50 .75 .90 .95
## 62.25 81.50 100.00 106.00 111.60
##
## lowest : 38 43 51 52 55, highest: 105 106 108 116 129
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 32 117 32 1 467.8 701 -374.0 -278.0
## .25 .50 .75 .90 .95
## -57.5 420.0 842.5 1238.0 1500.0
##
## lowest : -550 -440 -320 -280 -260, highest: 1220 1240 1410 1610 1760
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 31 0.999 7347 1555 5600 5660
## .25 .50 .75 .90 .95
## 6370 7200 8190 9488 9816
##
## lowest : 5300 5600 5900 5940 6200, highest: 9480 9490 9800 9840 9910
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 23 0.996 130.2 19.28 112.2 118.4
## .25 .50 .75 .90 .95
## 123.0 130.0 139.0 149.8 155.0
##
## lowest : 43 111 113 118 120, highest: 149 150 153 158 167
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 33 116 30 0.999 -414.9 623 -1108 -1042
## .25 .50 .75 .90 .95
## -860 -380 -100 286 416
##
## lowest : -1570 -1120 -1100 -1050 -1010, highest: 230 300 400 440 580
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 31 1 4399 1224 2668 2958
## .25 .50 .75 .90 .95
## 3750 4490 4980 5542 6028
##
## lowest : 2100 2620 2700 2900 3190, highest: 5430 5570 5880 6250 6890
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 28 0.999 211.6 44.53 158.4 165.8
## .25 .50 .75 .90 .95
## 186.0 207.0 240.0 261.0 271.6
##
## lowest : 137 150 164 173 176, highest: 246 261 268 277 313
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 31 1 -939.1 846.4 -2156 -2018
## .25 .50 .75 .90 .95
## -1270 -920 -450 -28 72
##
## lowest : -2620 -2240 -2100 -2040 -1930, highest: -100 -10 0 180 210
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 26 123 26 1 413.6 118.7 204.0 282.0
## .25 .50 .75 .90 .95
## 369.0 422.5 475.0 514.0 565.0
##
## lowest : 160 180 276 288 345, highest: 488 505 523 579 625
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 26 123 12 0.983 82.73 5.769 72.5 78.0
## .25 .50 .75 .90 .95
## 80.0 84.0 85.0 89.5 91.5
##
## lowest : 70 71 77 79 80, highest: 84 85 89 90 92
##
## Value 70 71 77 79 80 82 83 84 85 89 90
## Frequency 1 1 1 3 3 1 2 5 5 1 1
## Proportion 0.038 0.038 0.038 0.115 0.115 0.038 0.077 0.192 0.192 0.038 0.038
##
## Value 92
## Frequency 2
## Proportion 0.077
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd .05 .10
## 26 123 10 0.98 5.577 1.732 3.125 3.750
## .25 .50 .75 .90 .95
## 4.500 5.750 6.750 7.750 8.000
##
## lowest : 3.0 3.5 4.0 4.5 5.0, highest: 5.5 6.0 7.0 7.5 8.0
##
## Value 3.0 3.5 4.0 4.5 5.0 5.5 6.0 7.0 7.5 8.0
## Frequency 2 1 2 3 4 1 6 3 1 3
## Proportion 0.077 0.038 0.077 0.115 0.154 0.038 0.231 0.115 0.038 0.115
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 26 123 26 1 57.88 123.2 -81.25 -47.00
## .25 .50 .75 .90 .95
## -13.00 65.50 93.00 162.50 168.75
##
## lowest : -230 -92 -49 -45 -35, highest: 145 160 165 170 442
## --------------------------------------------------------------------------------
## mMRC_1
## n missing distinct Info Mean Gmd
## 25 124 4 0.894 2.08 1.06
##
## Value 1 2 3 4
## Frequency 9 6 9 1
## Proportion 0.36 0.24 0.36 0.04
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 33 116 22 0.997 22.47 3.795 17.60 18.60
## .25 .50 .75 .90 .95
## 20.00 22.70 25.00 25.96 27.40
##
## lowest : 16.0 17.0 18.0 18.5 19.0, highest: 25.0 25.8 26.0 29.5 32.0
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 25 124 8 0.97 3.6 2.093
##
## lowest : 0 1 2 3 4, highest: 3 4 5 6 7
##
## Value 0 1 2 3 4 5 6 7
## Frequency 1 1 6 5 4 4 2 2
## Proportion 0.04 0.04 0.24 0.20 0.16 0.16 0.08 0.08
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 149 0 7
##
## lowest : Exacerbation BPCO Douleurs thoraciques Engluement valve Majoration dyspnée
## highest: Douleurs thoraciques Engluement valve Majoration dyspnée Pneumonie Pneumothorax
##
## (130, 0.872), Exacerbation BPCO (4, 0.027), Douleurs thoraciques (4, 0.027),
## Engluement valve (1, 0.007), Majoration dyspnée (6, 0.040), Pneumonie (2,
## 0.013), Pneumothorax (2, 0.013)
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 149 0 6
##
## lowest : Exacerbation BPCO Autre Engluement valve Majoration dyspnée
## highest: Exacerbation BPCO Autre Engluement valve Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 142 3 1
## Proportion 0.953 0.020 0.007
##
## Value Engluement valve Majoration dyspnée Pneumonie
## Frequency 1 1 1
## Proportion 0.007 0.007 0.007
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct
## 149 0 18
##
## lowest : ABCES PULMONAIRE, RETENTIONNEL, RETRAIT 5 VALVES, DERNIERE VALVE NON RETROUVEE AEROSOLS ATB IV COVID + INF PYO
## highest: REVISION VALVE ET TRT LSG en 2 temps mars et jein 2021, ajout 5 valves révision valves : remplacement de 2 valves non fonctionnelles surinf bronchique à repet SURINF PYO, ATB VALVES DYSFONCTIONNELLES, 1 REMPLAC2E PAR 2
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 18 131 17 0.999 961.1 303.7 498.5 605.0
## .25 .50 .75 .90 .95
## 812.5 960.0 1137.5 1309.0 1333.0
##
## lowest : 490 500 650 800 850, highest: 1150 1250 1300 1330 1350
##
## Value 490 500 650 800 850 880 900 940 980 1000 1030
## Frequency 1 1 1 2 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.111 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 1100 1150 1250 1300 1330 1350
## Frequency 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 12 0.994 38.82 14.16 24.4 26.0
## .25 .50 .75 .90 .95
## 28.0 38.0 43.0 56.4 57.4
##
## lowest : 18 26 27 28 34, highest: 41 43 56 57 59
##
## Value 18 26 27 28 34 36 38 41 43 56 57
## Frequency 1 2 1 1 1 2 2 2 1 2 1
## Proportion 0.059 0.118 0.059 0.059 0.059 0.118 0.118 0.118 0.059 0.118 0.059
##
## Value 59
## Frequency 1
## Proportion 0.059
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 18 131 13 0.991 133.3 159.5 -110.5 -72.0
## .25 .50 .75 .90 .95
## 100.0 135.0 187.5 350.0 353.0
##
## lowest : -170 -100 -60 90 100, highest: 150 200 230 350 370
##
## Value -170 -100 -60 90 100 120 130 140 150 200 230
## Frequency 1 1 1 1 3 1 1 1 3 1 1
## Proportion 0.056 0.056 0.056 0.056 0.167 0.056 0.056 0.056 0.167 0.056 0.056
##
## Value 350 370
## Frequency 2 1
## Proportion 0.111 0.056
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 16 0.999 2335 502.1 1720 1816
## .25 .50 .75 .90 .95
## 2000 2400 2650 2800 2972
##
## lowest : 1480 1780 1840 1960 2000, highest: 2650 2660 2700 2950 3060
##
## Value 1480 1780 1840 1960 2000 2100 2230 2390 2400 2500 2600
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 2650 2660 2700 2950 3060
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 15 0.998 79.53 25.84 42.6 50.2
## .25 .50 .75 .90 .95
## 66.0 79.0 101.0 106.4 107.2
##
## lowest : 41 43 55 57 66, highest: 94 101 106 107 108
##
## Value 41 43 55 57 66 67 78 79 82 89 94
## Frequency 1 1 1 1 1 1 2 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059
##
## Value 101 106 107 108
## Frequency 2 1 1 1
## Proportion 0.118 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 17 1 376.4 508.2 -280 -62
## .25 .50 .75 .90 .95
## 100 379 710 948 1022
##
## lowest : -600 -200 30 80 100, highest: 710 730 900 1020 1030
##
## Value -600 -200 30 80 100 200 210 250 379 420 500
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 640 710 730 900 1020 1030
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 17 1 7476 1682 5726 6134
## .25 .50 .75 .90 .95
## 6400 7080 8870 9292 9590
##
## lowest : 5150 5870 6310 6340 6400, highest: 8870 9000 9200 9430 10230
##
## Value 5150 5870 6310 6340 6400 6500 6600 6820 7080 7200 7700
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 8400 8870 9000 9200 9430 10230
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 16 0.999 137.4 16.07 120.2 121.6
## .25 .50 .75 .90 .95
## 127.0 135.0 147.0 156.2 159.0
##
## lowest : 117 121 122 126 127, highest: 147 153 155 158 163
##
## Value 117 121 122 126 127 130 131 134 135 139 142
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 147 153 155 158 163
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 16 0.999 -333.6 737.7 -1402 -1184
## .25 .50 .75 .90 .95
## -800 -250 90 428 524
##
## lowest : -1530 -1370 -1060 -911 -800, highest: 90 280 380 500 620
##
## Value -1530 -1370 -1060 -911 -800 -450 -400 -320 -250 -200 -50
## Frequency 1 1 1 1 1 1 1 1 1 2 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059
##
## Value 90 280 380 500 620
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 16 0.999 4680 1558 3060 3164
## .25 .50 .75 .90 .95
## 3300 4620 5940 6184 6420
##
## lowest : 2860 3110 3200 3300 3570, highest: 5940 6000 6140 6250 7100
##
## Value 2860 3110 3200 3300 3570 4200 4500 4620 5000 5270 5300
## Frequency 1 1 2 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.118 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 5940 6000 6140 6250 7100
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 17 1 209.7 62.35 144.8 161.4
## .25 .50 .75 .90 .95
## 172.0 205.0 255.0 267.8 286.2
##
## lowest : 88 159 163 165 172, highest: 255 256 259 281 307
##
## Value 88 159 163 165 172 174 198 199 205 217 230
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 237 255 256 259 281 307
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 17 132 16 0.999 -754.1 927.9 -1808 -1688
## .25 .50 .75 .90 .95
## -1300 -540 -260 200 518
##
## lowest : -2120 -1730 -1660 -1600 -1300, highest: -260 -100 0 500 590
##
## Value -2120 -1730 -1660 -1600 -1300 -1130 -1100 -540 -440 -430 -400
## Frequency 1 1 1 1 1 1 2 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059
##
## Value -260 -100 0 500 590
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 13 136 10 0.986 84.08 6.923 75.0 79.2
## .25 .50 .75 .90 .95
## 81.0 86.0 88.0 89.8 90.8
##
## lowest : 69 79 80 81 82, highest: 86 88 89 90 92
##
## Value 69 79 80 81 82 86 88 89 90 92
## Frequency 1 1 1 2 1 1 3 1 1 1
## Proportion 0.077 0.077 0.077 0.154 0.077 0.077 0.231 0.077 0.077 0.077
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd .05 .10
## 13 136 13 1 416.4 181.3 148.0 250.8
## .25 .50 .75 .90 .95
## 363.0 453.0 480.0 582.4 616.8
##
## lowest : 28 228 342 363 380, highest: 470 480 560 588 660
##
## Value 28 228 342 363 380 393 453 468 470 480 560
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 588 660
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 12 137 7 0.951 7.083 1.879
##
## lowest : 2.0 5.0 7.0 7.5 8.0, highest: 7.0 7.5 8.0 8.5 9.0
##
## Value 2.0 5.0 7.0 7.5 8.0 8.5 9.0
## Frequency 1 1 3 1 4 1 1
## Proportion 0.083 0.083 0.250 0.083 0.333 0.083 0.083
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 28 121 4 0.769 1.821 1.479
##
## Value 0 1 2 3
## Frequency 10 1 1 16
## Proportion 0.357 0.036 0.036 0.571
## --------------------------------------------------------------------------------
## Gain.TM6_2
## n missing distinct Info Mean Gmd .05 .10
## 13 136 13 1 37.46 132.4 -112.4 -82.6
## .25 .50 .75 .90 .95
## -72.0 58.0 126.0 175.8 182.8
##
## lowest : -155 -84 -77 -72 0, highest: 92 126 159 180 187
##
## Value -155 -84 -77 -72 0 1 58 72 92 126 159
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 180 187
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 15 134 4 0.911 2.067 1.238
##
## Value 1 2 3 4
## Frequency 6 4 3 2
## Proportion 0.400 0.267 0.200 0.133
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 18 131 17 0.999 23.2 4.519 18.19 18.82
## .25 .50 .75 .90 .95
## 20.55 23.15 25.00 27.67 29.45
##
## lowest : 17.0 18.4 19.0 19.4 20.5, highest: 25.0 26.5 27.1 29.0 32.0
##
## Value 17.0 18.4 19.0 19.4 20.5 20.7 21.2 22.0 23.0 23.3 23.7
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 24.8 25.0 26.5 27.1 29.0 32.0
## Frequency 1 2 1 1 1 1
## Proportion 0.056 0.111 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 13 136 6 0.956 3.692 2.974
##
## lowest : 1 2 3 5 7, highest: 2 3 5 7 10
##
## Value 1 2 3 5 7 10
## Frequency 2 4 3 1 2 1
## Proportion 0.154 0.308 0.231 0.077 0.154 0.077
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct
## 149 0 5
##
## lowest : Exacerbation BPCO Autre Majoration dyspnée Pneumonie
## highest: Exacerbation BPCO Autre Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 143 1 2
## Proportion 0.960 0.007 0.013
##
## Value Majoration dyspnée Pneumonie
## Frequency 1 2
## Proportion 0.007 0.013
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct
## 149 0 2
##
## Value Pneumothorax
## Frequency 148 1
## Proportion 0.993 0.007
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 149 0 3
##
## Value Non Oui
## Frequency 111 29 9
## Proportion 0.745 0.195 0.060
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 149 0 4
##
## Value Non retrait complet retrait partiel
## Frequency 111 29 4 5
## Proportion 0.745 0.195 0.027 0.034
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd
## 9 140 9 1 7.884 7.848
##
## lowest : 1.40 1.60 2.03 4.33 5.37, highest: 5.37 7.03 13.37 17.03 18.80
##
## Value 1.40 1.60 2.03 4.33 5.37 7.03 13.37 17.03 18.80
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.111 0.111 0.111 0.111 0.111 0.111 0.111 0.111 0.111
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 149 0 10
##
## lowest : ABCES PULM 5/6 RETIREES Dégradation post T2, retrait 1 valves Infection lid et pno recid, mais degradation clinique au bilan à 1 an donc repose le 30/10/21 Innefficacité clinique, paraclinique et surinf bronchique à repet
## highest: MAJ DYSPNEE APRES 2E POSE MAJ DYSPNEE, DEGRADATION VEMS, TOUX PAS D AMELIORATION CLINIQUE, PAS D ATELECTASIE,GRANDE SCISSURE PERMEABLE PNO DRAINE ET PNP PNO LES 2 FOIS
## --------------------------------------------------------------------------------summary(Groupe2_total)## Groupe age_Cs_initiale Sexe Adressé_par Vu_en_Cs Vu_en_HDS
## Groupe_2:149 Min. :44.71 F:71 : 1 : 1 : 1
## 1st Qu.:57.27 H:78 Hopital public:44 Non: 28 Non: 41
## Median :62.95 Privé :49 Oui:120 Oui:107
## Mean :62.50 Suivi CHUT :29
## 3rd Qu.:68.06 Ville :26
## Max. :82.24
##
## Critères_AMM_remplis Pose_valves Nbre.de.raison
## Non:54 Non:111 Min. :1.000
## Oui:95 Oui: 38 1st Qu.:1.000
## Median :2.000
## Mean :1.855
## 3rd Qu.:2.000
## Max. :4.000
## NA's :39
## Raison_non.pose_1
## :39
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7 : 4
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 :48
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse :11
## 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5:25
## 4 Raison scissure perméable : StratX 1/ Chartis 2 :20
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 2
## Raison_non.pose_2
## :83
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 :24
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse :19
## 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5:12
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 7
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 4
##
## Raison_non.pose_3
## :124
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 : 6
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 8
## 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5: 8
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 2
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 1
##
## Raison_non.pose_4
## :145
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 : 1
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 1
## 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5: 2
##
##
##
## Raison_clinique_1
## :90
## Raison clinique : Exacerbation :23
## Raison clinique : peu symptomatique (mMRC trop elevé): 9
## Raison clinique : Pas de rehab : 7
## Raison clinique : Refus du patient : 6
## Raison clinique : Atcd chir : 5
## (Other) : 9
## Raison.clinique_2
## :132
## Raison clinique : Pas de rehab : 8
## Raison clinique : Refus du patient : 3
## Raison clinique : Exacerbation : 2
## Raison clinique : peu symptomatique (mMRC trop elevé): 3
## Raison clinique :Tabac actif 2 : 1
##
## Raison.clinique_3
## :146
## Raison clinique : AEG : 1
## Raison clinique : peu symptomatique (mMRC trop elevé): 1
## Raison clinique :Traitement non optimal : 1
##
##
##
## Raison_paraclinique._EFR_1
## :118
## Raison paraclinique EFR : DLCO trop basse: 2
## Raison paraclinique EFR : TM6 trop altéré: 4
## Raison paraclinique EFR : VEMS trop bas : 2
## Raison paraclinique EFR : VEMS trop élevé: 9
## Raison paraclinique EFR :VR trop bas : 14
##
## Raison_paraclinique._EFR_2
## :141
## Raison paraclinique EFR : DLCO trop basse: 1
## Raison paraclinique EFR : TM6 trop altéré: 3
## Raison paraclinique EFR : VEMS trop élevé: 1
## Raison paraclinique EFR :VR trop bas : 3
##
##
## Raison_paraclinique._Imagerie_1
## :105
## Raison paraclinique imagerie : bulle lobe ipsilatéral : 4
## Raison paraclinique imagerie : nodule suspect : 4
## Raison paraclinique imagerie : pas de cible TDM : 12
## Raison paraclinique imagerie : pas de cible TDM-scinti : 19
## Raison paraclinique imagerie :pas de cible scinti seule: 5
##
## Raison_paraclinique._Imagerie_2
## :146
## Raison paraclinique imagerie : nodule suspect : 2
## Raison paraclinique imagerie :pas de cible scinti seule: 1
##
##
##
##
## Raison_scissure_perméable
## :120
## 14 Raison scissure perméable : StratX 1/ Chartis 2: 1
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 1
## Raison scissure perméable : Chartis : 7
## Raison scissure perméable : StratX : 20
##
##
## Raison_clinique_cardio
## :142
## Raison clinique cardio : Cardiopathie: 1
## Raison clinique cardio : HTAP : 6
##
##
##
##
## Antécédents Satut_Tabagique
## :127 : 2
## Antécédents : cancer pulmonaire ou nodule : 1 actif : 9
## Antécédents : cardiopathie : 11 Non_fumeur: 5
## Antécédents : HTAP : 4 Sevré :133
## Antécédents : pneumonie : 6
##
##
## Déficit_alpha taille poids BMI
## : 2 Min. :1.500 Min. : 38.00 Min. :14.84
## Non:132 1st Qu.:1.600 1st Qu.: 54.80 1st Qu.:20.14
## Oui: 15 Median :1.680 Median : 64.00 Median :22.79
## Mean :1.675 Mean : 64.98 Mean :23.05
## 3rd Qu.:1.730 3rd Qu.: 73.00 3rd Qu.:25.64
## Max. :1.900 Max. :120.00 Max. :37.04
## NA's :12 NA's :12 NA's :10
## Stade_BPCO_GOLD_VEMS Stade_BPCO_Gold._ABCD Exacerbateur..2an DDB
## Min. :1.000 : 3 : 2 : 5
## 1st Qu.:3.000 A : 4 Non:102 Non:135
## Median :3.000 A OU B: 4 Oui: 45 Oui: 9
## Mean :3.342 B :90
## 3rd Qu.:4.000 C : 1
## Max. :4.000 D :47
##
## Score.MMRC_0 Distention.thoracique_VR.175 Emphysème_hétérogène_.scan
## Min. :0.000 : 6 : 3
## 1st Qu.:2.000 Non: 14 Non:50
## Median :3.000 Oui:129 Oui:96
## Mean :2.768
## 3rd Qu.:3.000
## Max. :4.000
## NA's :11
## Ttt_BPCO_médicamenteux OLD Réhab_réalisée
## : 12 : 6 : 8
## Non : 6 Effort:31 ACTIF : 8
## Oui :130 Non :46 Apres dressage: 6
## PAS D ANTICHOLINERGIQUE: 1 Repos :66 Non :29
## Oui :98
##
##
## Intervention_ttt_emphysème_préalable Rsltats_scanr_STRATX
## : 1 Pas de cible:31
## AIRFLOW : 1 LSD :26
## BULLECTOMIE LSD : 1 LSD_LSG :20
## Non :143 LIG :16
## Oui : 1 LID_LIG :12
## RESECTION APICALE SUR PNO: 1 LSG :12
## SYMPHYSE G POUR PNO : 1 (Other) :32
## Résultats_StratX Résultats.scinti pourc_perfusion_lobe_traité
## :40 :31 Min. : 0.00
## sissures étanches :58 pas de cible:31 1st Qu.: 7.35
## sissures incompletes :15 LSD_LSG :22 Median :12.00
## sissures intermediare:36 LIG :19 Mean :13.25
## LSD :15 3rd Qu.:17.50
## LID_LIG :11 Max. :38.00
## (Other) :20 NA's :98
## Stratx...Homogène..15.0_Hétérogène.1 TM6_.m._0 TM6_.nadir.sat.PCT._0
## :40 Min. : 0.0 Min. :38.0
## Hètérogène:56 1st Qu.:198.0 1st Qu.:79.0
## Homogène :53 Median :336.0 Median :84.0
## Mean :315.9 Mean :83.4
## 3rd Qu.:446.0 3rd Qu.:89.0
## Max. :650.0 Max. :95.0
## NA's :28 NA's :28
## TM6_.score.Borg._0 BODE_calcul_0 ETT PaO2_AA.mmHg._0
## Min. : 0.00 Min. : 0.000 :34 Min. :35.00
## 1st Qu.: 5.00 1st Qu.: 4.000 Autre anomalie: 7 1st Qu.:62.00
## Median : 7.00 Median : 6.000 HTAP :22 Median :68.00
## Mean : 6.75 Mean : 5.807 Normale :86 Mean :67.42
## 3rd Qu.: 8.00 3rd Qu.: 7.000 3rd Qu.:73.00
## Max. :10.00 Max. :10.000 Max. :90.00
## NA's :33 NA's :30 NA's :43
## PaCO2_.mmHg._0 VEMS._mL_0 VEMS_PCT_0 VR_ml_0 VR_PCT_0
## Min. :28.70 Min. : 400.0 Min. :13.00 Min. :1810 : 7
## 1st Qu.:36.65 1st Qu.: 700.0 1st Qu.:27.00 1st Qu.:4200 213 : 4
## Median :38.85 Median : 840.0 Median :32.00 Median :5000 240 : 4
## Mean :39.88 Mean : 926.1 Mean :34.52 Mean :5018 250 : 4
## 3rd Qu.:43.00 3rd Qu.:1100.0 3rd Qu.:42.00 3rd Qu.:5900 270 : 4
## Max. :59.00 Max. :2400.0 Max. :92.00 Max. :9800 183 : 3
## NA's :39 NA's :15 NA's :2 NA's :28 (Other):123
## CVF_ml_0 CVF_PCT_0 CPT_ml_0 CPT_PCT_0
## Min. : 950 Min. : 30.00 Min. : 10 Min. : 69.0
## 1st Qu.:1685 1st Qu.: 52.00 1st Qu.: 6300 1st Qu.:122.0
## Median :2121 Median : 67.00 Median : 7460 Median :134.0
## Mean :2236 Mean : 68.55 Mean : 7438 Mean :133.6
## 3rd Qu.:2630 3rd Qu.: 81.00 3rd Qu.: 8695 3rd Qu.:145.0
## Max. :5000 Max. :135.00 Max. :11000 Max. :184.0
## NA's :22 NA's :18 NA's :26 NA's :23
## VR_CPT_0 DLCO_PCT_0 Nbre_valves_posées Résultats_Chartis
## Min. : 20.00 Min. :17.00 Min. : 0.000 :108
## 1st Qu.: 58.00 1st Qu.:26.00 1st Qu.: 0.000 Complete : 36
## Median : 65.00 Median :33.50 Median : 0.000 Incomplet: 5
## Mean : 65.59 Mean :34.69 Mean : 1.438
## 3rd Qu.: 73.50 3rd Qu.:40.75 3rd Qu.: 2.250
## Max. :172.00 Max. :89.00 Max. :12.000
## NA's :26 NA's :35 NA's :5
## Lobe_choisi Complications.pose_0
## :111 :137
## LSD : 12 Exacerbation BPCO : 5
## LIG : 10 Autre : 1
## LSG : 6 Pneumatocèle : 1
## LID : 5 Pneumomédiastin : 1
## LSD LM : 2 Pneumonie : 1
## (Other): 3 Pneumothorax : 3
## Délai.de.survenue.des.complications..jours. PEC.en.charge.des.complications_0
## Min. : 0.000 :137
## 1st Qu.: 0.000 AEROSOLS : 1
## Median : 1.000 ATB : 1
## Mean : 5.083 ATB IV : 1
## 3rd Qu.: 2.250 CORTICO AEROSOLS: 1
## Max. :34.000 Drainage : 1
## NA's :137 (Other) : 7
## Complications.pose
## :140
## Exacerbation BPCO : 4
## Mort : 2
## Pneumothorax : 3
##
##
##
## Délai.de.survenue.des.complications..jours._valve.2
## Min. : 0.00
## 1st Qu.: 1.50
## Median : 6.00
## Mean :10.86
## 3rd Qu.:18.50
## Max. :30.00
## NA's :142
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## :140
## AEROSOLS CTC : 1
## atb ctc : 1
## ATB CTC : 1
## ATB IV POUR SURINF A PYO : 1
## DECES SUR HEMOTHORAX POST PNO COMPRESSIF DRAINE, DRA POST EXTUB PUIS 1 MOIS DE SI : 1
## (Other) : 4
## VEMS_.ml._1 VEMS_.PCT._1 Gain_VEMS_1 CVF_.ml._1 CVF_.PCT._1
## Min. : 500 Min. :21.00 Min. :-390 Min. :1310 Min. : 38.00
## 1st Qu.: 810 1st Qu.:32.00 1st Qu.: 80 1st Qu.:2072 1st Qu.: 62.25
## Median : 960 Median :36.00 Median : 190 Median :2350 Median : 81.50
## Mean :1008 Mean :40.18 Mean : 163 Mean :2476 Mean : 81.50
## 3rd Qu.:1170 3rd Qu.:45.00 3rd Qu.: 320 3rd Qu.:2860 3rd Qu.:100.00
## Max. :1900 Max. :76.00 Max. : 500 Max. :5200 Max. :129.00
## NA's :116 NA's :116 NA's :116 NA's :117 NA's :117
## Gain_CVF_1 CPT_.ml._1 CPT_.PCT._1 Gain_CPT
## Min. :-550.0 Min. :5300 Min. : 43.0 Min. :-1570.0
## 1st Qu.: -57.5 1st Qu.:6370 1st Qu.:123.0 1st Qu.: -860.0
## Median : 420.0 Median :7200 Median :130.0 Median : -380.0
## Mean : 467.8 Mean :7347 Mean :130.2 Mean : -414.9
## 3rd Qu.: 842.5 3rd Qu.:8190 3rd Qu.:139.0 3rd Qu.: -100.0
## Max. :1760.0 Max. :9910 Max. :167.0 Max. : 580.0
## NA's :117 NA's :116 NA's :116 NA's :116
## VR..ml._1 VR..PCT._1 Gain_VR_1 TM6_.m._1
## Min. :2100 Min. :137.0 Min. :-2620.0 Min. :160.0
## 1st Qu.:3750 1st Qu.:186.0 1st Qu.:-1270.0 1st Qu.:369.0
## Median :4490 Median :207.0 Median : -920.0 Median :422.5
## Mean :4399 Mean :211.6 Mean : -939.1 Mean :413.6
## 3rd Qu.:4980 3rd Qu.:240.0 3rd Qu.: -450.0 3rd Qu.:475.0
## Max. :6890 Max. :313.0 Max. : 210.0 Max. :625.0
## NA's :116 NA's :116 NA's :116 NA's :123
## TM6_sat_.PCT._1 TM6_.score.borg._1 Gain_TM6_1 mMRC_1
## Min. :70.00 Min. :3.000 Min. :-230.00 Min. :1.00
## 1st Qu.:80.00 1st Qu.:4.500 1st Qu.: -13.00 1st Qu.:1.00
## Median :84.00 Median :5.750 Median : 65.50 Median :2.00
## Mean :82.73 Mean :5.577 Mean : 57.88 Mean :2.08
## 3rd Qu.:85.00 3rd Qu.:6.750 3rd Qu.: 93.00 3rd Qu.:3.00
## Max. :92.00 Max. :8.000 Max. : 442.00 Max. :4.00
## NA's :123 NA's :123 NA's :123 NA's :124
## IMC_1 BODE.calculé_1 Complications_a_distance_1
## Min. :16.00 Min. :0.0 :130
## 1st Qu.:20.00 1st Qu.:2.0 Exacerbation BPCO : 4
## Median :22.70 Median :3.0 Douleurs thoraciques: 4
## Mean :22.47 Mean :3.6 Engluement valve : 1
## 3rd Qu.:25.00 3rd Qu.:5.0 Majoration dyspnée : 6
## Max. :32.00 Max. :7.0 Pneumonie : 2
## NA's :116 NA's :124 Pneumothorax : 2
## Complications_a_distance_2
## :142
## Exacerbation BPCO : 3
## Autre : 1
## Engluement valve : 1
## Majoration dyspnée : 1
## Pneumonie : 1
##
## Prise_en_charge_complications_1
## :132
## ABCES PULMONAIRE, RETENTIONNEL, RETRAIT 5 VALVES, DERNIERE VALVE NON RETROUVEE: 1
## AEROSOLS : 1
## ATB IV : 1
## COVID + INF PYO : 1
## CTC ATB pas hospit : 1
## (Other) : 12
## VEMS_.ml._2 VEMS_.PCT._2 Gain_VEMS_2 CVF_.ml._2
## Min. : 490.0 Min. :18.00 Min. :-170.0 Min. :1480
## 1st Qu.: 812.5 1st Qu.:28.00 1st Qu.: 100.0 1st Qu.:2000
## Median : 960.0 Median :38.00 Median : 135.0 Median :2400
## Mean : 961.1 Mean :38.82 Mean : 133.3 Mean :2335
## 3rd Qu.:1137.5 3rd Qu.:43.00 3rd Qu.: 187.5 3rd Qu.:2650
## Max. :1350.0 Max. :59.00 Max. : 370.0 Max. :3060
## NA's :131 NA's :132 NA's :131 NA's :132
## CVF_.PCT._2 Gain_CVF_2 CPT_.ml._2 CPT_.PCT._2
## Min. : 41.00 Min. :-600.0 Min. : 5150 Min. :117.0
## 1st Qu.: 66.00 1st Qu.: 100.0 1st Qu.: 6400 1st Qu.:127.0
## Median : 79.00 Median : 379.0 Median : 7080 Median :135.0
## Mean : 79.53 Mean : 376.4 Mean : 7476 Mean :137.4
## 3rd Qu.:101.00 3rd Qu.: 710.0 3rd Qu.: 8870 3rd Qu.:147.0
## Max. :108.00 Max. :1030.0 Max. :10230 Max. :163.0
## NA's :132 NA's :132 NA's :132 NA's :132
## Gain_CPT_2 VR_.ml._2 VR_.PCT._2 Gain_VR_2
## Min. :-1530.0 Min. :2860 Min. : 88.0 Min. :-2120.0
## 1st Qu.: -800.0 1st Qu.:3300 1st Qu.:172.0 1st Qu.:-1300.0
## Median : -250.0 Median :4620 Median :205.0 Median : -540.0
## Mean : -333.6 Mean :4680 Mean :209.7 Mean : -754.1
## 3rd Qu.: 90.0 3rd Qu.:5940 3rd Qu.:255.0 3rd Qu.: -260.0
## Max. : 620.0 Max. :7100 Max. :307.0 Max. : 590.0
## NA's :132 NA's :132 NA's :132 NA's :132
## TM6_sat_.PCT._2 TM6_.m._2 TM6_.score.borg._2 Calcul_BODE_TM6_2
## Min. :69.00 Min. : 28.0 Min. :2.000 Min. :0.000
## 1st Qu.:81.00 1st Qu.:363.0 1st Qu.:7.000 1st Qu.:0.000
## Median :86.00 Median :453.0 Median :7.750 Median :3.000
## Mean :84.08 Mean :416.4 Mean :7.083 Mean :1.821
## 3rd Qu.:88.00 3rd Qu.:480.0 3rd Qu.:8.000 3rd Qu.:3.000
## Max. :92.00 Max. :660.0 Max. :9.000 Max. :3.000
## NA's :136 NA's :136 NA's :137 NA's :121
## Gain.TM6_2 mMRC_2 IMC_2 calcul.bode_2
## Min. :-155.00 Min. :1.000 Min. :17.00 Min. : 1.000
## 1st Qu.: -72.00 1st Qu.:1.000 1st Qu.:20.55 1st Qu.: 2.000
## Median : 58.00 Median :2.000 Median :23.15 Median : 3.000
## Mean : 37.46 Mean :2.067 Mean :23.20 Mean : 3.692
## 3rd Qu.: 126.00 3rd Qu.:3.000 3rd Qu.:25.00 3rd Qu.: 5.000
## Max. : 187.00 Max. :4.000 Max. :32.00 Max. :10.000
## NA's :136 NA's :134 NA's :131 NA's :136
## Complications_a_distance_1.1 Complications_a_distance_2.1 Retrait_valve
## :143 :148 :111
## Exacerbation BPCO : 1 Pneumothorax : 1 Non: 29
## Autre : 2 Oui: 9
## Majoration dyspnée : 1
## Pneumonie : 2
##
##
## type_retrait delais_retrait_valve_mois
## :111 Min. : 1.400
## Non : 29 1st Qu.: 2.030
## retrait complet: 4 Median : 5.370
## retrait partiel: 5 Mean : 7.884
## 3rd Qu.:13.370
## Max. :18.800
## NA's :140
## Raison.retrait.valves
## :140
## ABCES PULM 5/6 RETIREES : 1
## Dégradation post T2, retrait 1 valves : 1
## Infection lid et pno recid, mais degradation clinique au bilan à 1 an donc repose le 30/10/21: 1
## Innefficacité clinique, paraclinique et surinf bronchique à repet : 1
## MAJ DYSPNEE APRES 2E POSE : 1
## (Other) : 4Groupe 2 : patients traités par valves
Descriptif des patients adressés entre le 01/01/2018 au 27/06/2019 qui ont bénéficié d’un traitement par valves
Groupe2_Valves <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Groupe_2/Groupe2_Valves.csv", stringsAsFactors=FALSE)G2_V<-Groupe2_Valvesla description summary est plus adapté aux variables quantitatives
summary(G2_V)## Groupe age_Cs_initiale Sexe Adressé_par
## Length:38 Min. :48.88 Length:38 Length:38
## Class :character 1st Qu.:57.84 Class :character Class :character
## Mode :character Median :62.42 Mode :character Mode :character
## Mean :62.11
## 3rd Qu.:65.67
## Max. :79.09
##
## Vu_en_Cs Vu_en_HDS Critères_AMM_remplis Pose_valves
## Length:38 Length:38 Length:38 Length:38
## Class :character Class :character Class :character Class :character
## Mode :character Mode :character Mode :character Mode :character
##
##
##
##
## Antécédents Satut_Tabagique Déficit_alpha taille
## Length:38 Length:38 Length:38 Min. :1.530
## Class :character Class :character Class :character 1st Qu.:1.593
## Mode :character Mode :character Mode :character Median :1.680
## Mean :1.668
## 3rd Qu.:1.728
## Max. :1.850
##
## poids BMI Stade_BPCO_GOLD_VEMS Stade_BPCO_Gold._ABCD
## Min. :42.00 Min. :14.88 Min. :2.000 Length:38
## 1st Qu.:52.25 1st Qu.:20.11 1st Qu.:3.000 Class :character
## Median :61.50 Median :22.14 Median :3.500 Mode :character
## Mean :62.46 Mean :22.37 Mean :3.474
## 3rd Qu.:70.00 3rd Qu.:24.02 3rd Qu.:4.000
## Max. :90.00 Max. :31.25 Max. :4.000
##
## Exacerbateur..2an DDB Score.MMRC_0
## Length:38 Length:38 Min. :2.000
## Class :character Class :character 1st Qu.:3.000
## Mode :character Mode :character Median :3.000
## Mean :3.026
## 3rd Qu.:3.750
## Max. :4.000
##
## Distention.thoracique_VR.175 Emphysème_hétérogène_.scan Ttt_BPCO_médicamenteux
## Length:38 Length:38 Length:38
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
##
## OLD Réhab_réalisée Intervention_ttt_emphysème_préalable
## Length:38 Length:38 Length:38
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
##
## Rsltats_scanr_STRATX Résultats_StratX Résultats.scinti
## Length:38 Length:38 Length:38
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
##
## pourc_perfusion_lobe_traité Stratx...Homogène..15.0_Hétérogène.1
## Min. : 0.00 Length:38
## 1st Qu.:10.00 Class :character
## Median :13.50 Mode :character
## Mean :14.88
## 3rd Qu.:19.75
## Max. :34.00
## NA's :8
## TM6_.m._0 TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0 BODE_calcul_0
## Min. : 60.0 Min. :72.00 Min. : 3.000 Min. : 2.000
## 1st Qu.:216.0 1st Qu.:79.00 1st Qu.: 5.500 1st Qu.: 4.000
## Median :336.0 Median :83.00 Median : 7.000 Median : 6.000
## Mean :318.4 Mean :83.16 Mean : 6.946 Mean : 6.081
## 3rd Qu.:410.0 3rd Qu.:88.00 3rd Qu.: 8.000 3rd Qu.: 8.000
## Max. :568.0 Max. :94.00 Max. :10.000 Max. :10.000
## NA's :1 NA's :1 NA's :1 NA's :1
## ETT PaO2_AA.mmHg._0 PaCO2_.mmHg._0 VEMS._mL_0
## Length:38 Min. :55.60 Min. :30.40 Min. : 400.0
## Class :character 1st Qu.:65.00 1st Qu.:37.40 1st Qu.: 700.0
## Mode :character Median :69.00 Median :41.00 Median : 805.0
## Mean :68.41 Mean :40.74 Mean : 817.9
## 3rd Qu.:72.50 3rd Qu.:43.00 3rd Qu.: 962.5
## Max. :85.40 Max. :55.80 Max. :1500.0
## NA's :7 NA's :4
## VEMS_PCT_0 VR_ml_0 VR_PCT_0 CVF_ml_0 CVF_PCT_0
## Min. :14.00 Min. :3300 Min. :192.0 Min. :1020 Min. : 30.00
## 1st Qu.:25.00 1st Qu.:4700 1st Qu.:230.0 1st Qu.:1580 1st Qu.: 53.00
## Median :31.50 Median :5325 Median :255.5 Median :2121 Median : 65.00
## Mean :31.99 Mean :5486 Mean :257.9 Mean :2064 Mean : 64.72
## 3rd Qu.:38.25 3rd Qu.:6402 3rd Qu.:286.0 3rd Qu.:2500 3rd Qu.: 78.00
## Max. :57.00 Max. :7800 Max. :351.0 Max. :3600 Max. :100.00
## NA's :1 NA's :1
## CPT_ml_0 CPT_PCT_0 VR_CPT_0 DLCO_PCT_0
## Min. : 5400 Min. :116.0 Min. : 54.00 Min. :18.00
## 1st Qu.: 6922 1st Qu.:129.2 1st Qu.: 63.00 1st Qu.:25.50
## Median : 8075 Median :137.0 Median : 68.50 Median :32.00
## Mean : 7913 Mean :140.1 Mean : 71.67 Mean :31.37
## 3rd Qu.: 8900 3rd Qu.:148.8 3rd Qu.: 76.50 3rd Qu.:35.50
## Max. :10111 Max. :184.0 Max. :172.00 Max. :50.00
## NA's :3
## Nbre_valves_posées Résultats_Chartis Lobe_choisi Complications.pose_0
## Min. : 2.000 Length:38 Length:38 Length:38
## 1st Qu.: 4.000 Class :character Class :character Class :character
## Median : 5.000 Mode :character Mode :character Mode :character
## Mean : 5.595
## 3rd Qu.: 7.000
## Max. :12.000
## NA's :1
## Délai.de.survenue.des.complications..jours. PEC.en.charge.des.complications_0
## Min. : 0.000 Length:38
## 1st Qu.: 0.000 Class :character
## Median : 1.000 Mode :character
## Mean : 5.083
## 3rd Qu.: 2.250
## Max. :34.000
## NA's :26
## Complications.pose Délai.de.survenue.des.complications..jours._valve.2
## Length:38 Min. : 0.00
## Class :character 1st Qu.: 1.50
## Mode :character Median : 6.00
## Mean :10.86
## 3rd Qu.:18.50
## Max. :30.00
## NA's :31
## PEC.en.charge.des.complications_1...retrait.valve..drainage. VEMS_.ml._1
## Length:38 Min. : 500
## Class :character 1st Qu.: 810
## Mode :character Median : 960
## Mean :1008
## 3rd Qu.:1170
## Max. :1900
## NA's :5
## VEMS_.PCT._1 Gain_VEMS_1 CVF_.ml._1 CVF_.PCT._1
## Min. :21.00 Min. :-390 Min. :1310 Min. : 38.00
## 1st Qu.:32.00 1st Qu.: 80 1st Qu.:2072 1st Qu.: 62.25
## Median :36.00 Median : 190 Median :2350 Median : 81.50
## Mean :40.18 Mean : 163 Mean :2476 Mean : 81.50
## 3rd Qu.:45.00 3rd Qu.: 320 3rd Qu.:2860 3rd Qu.:100.00
## Max. :76.00 Max. : 500 Max. :5200 Max. :129.00
## NA's :5 NA's :5 NA's :6 NA's :6
## Gain_CVF_1 CPT_.ml._1 CPT_.PCT._1 Gain_CPT
## Min. :-550.0 Min. :5300 Min. : 43.0 Min. :-1570.0
## 1st Qu.: -57.5 1st Qu.:6370 1st Qu.:123.0 1st Qu.: -860.0
## Median : 420.0 Median :7200 Median :130.0 Median : -380.0
## Mean : 467.8 Mean :7347 Mean :130.2 Mean : -414.9
## 3rd Qu.: 842.5 3rd Qu.:8190 3rd Qu.:139.0 3rd Qu.: -100.0
## Max. :1760.0 Max. :9910 Max. :167.0 Max. : 580.0
## NA's :6 NA's :5 NA's :5 NA's :5
## VR..ml._1 VR..PCT._1 Gain_VR_1 TM6_.m._1
## Min. :2100 Min. :137.0 Min. :-2620.0 Min. :160.0
## 1st Qu.:3750 1st Qu.:186.0 1st Qu.:-1270.0 1st Qu.:369.0
## Median :4490 Median :207.0 Median : -920.0 Median :422.5
## Mean :4399 Mean :211.6 Mean : -939.1 Mean :413.6
## 3rd Qu.:4980 3rd Qu.:240.0 3rd Qu.: -450.0 3rd Qu.:475.0
## Max. :6890 Max. :313.0 Max. : 210.0 Max. :625.0
## NA's :5 NA's :5 NA's :5 NA's :12
## TM6_sat_.PCT._1 TM6_.score.borg._1 Gain_TM6_1 mMRC_1
## Min. :70.00 Min. :3.000 Min. :-230.00 Min. :1.00
## 1st Qu.:80.00 1st Qu.:4.500 1st Qu.: -13.00 1st Qu.:1.00
## Median :84.00 Median :5.750 Median : 65.50 Median :2.00
## Mean :82.73 Mean :5.577 Mean : 57.88 Mean :2.08
## 3rd Qu.:85.00 3rd Qu.:6.750 3rd Qu.: 93.00 3rd Qu.:3.00
## Max. :92.00 Max. :8.000 Max. : 442.00 Max. :4.00
## NA's :12 NA's :12 NA's :12 NA's :13
## IMC_1 BODE.calculé_1 Complications_a_distance_1
## Min. :16.00 Min. :0.0 Length:38
## 1st Qu.:20.00 1st Qu.:2.0 Class :character
## Median :22.70 Median :3.0 Mode :character
## Mean :22.47 Mean :3.6
## 3rd Qu.:25.00 3rd Qu.:5.0
## Max. :32.00 Max. :7.0
## NA's :5 NA's :13
## Complications_a_distance_2 Prise_en_charge_complications_1 VEMS_.ml._2
## Length:38 Length:38 Min. : 490.0
## Class :character Class :character 1st Qu.: 812.5
## Mode :character Mode :character Median : 960.0
## Mean : 961.1
## 3rd Qu.:1137.5
## Max. :1350.0
## NA's :20
## VEMS_.PCT._2 Gain_VEMS_2 CVF_.ml._2 CVF_.PCT._2
## Min. :18.00 Min. :-170.0 Min. :1480 Min. : 41.00
## 1st Qu.:28.00 1st Qu.: 100.0 1st Qu.:2000 1st Qu.: 66.00
## Median :38.00 Median : 135.0 Median :2400 Median : 79.00
## Mean :38.82 Mean : 133.3 Mean :2335 Mean : 79.53
## 3rd Qu.:43.00 3rd Qu.: 187.5 3rd Qu.:2650 3rd Qu.:101.00
## Max. :59.00 Max. : 370.0 Max. :3060 Max. :108.00
## NA's :21 NA's :20 NA's :21 NA's :21
## Gain_CVF_2 CPT_.ml._2 CPT_.PCT._2 Gain_CPT_2
## Min. :-600.0 Min. : 5150 Min. :117.0 Min. :-1530.0
## 1st Qu.: 100.0 1st Qu.: 6400 1st Qu.:127.0 1st Qu.: -800.0
## Median : 379.0 Median : 7080 Median :135.0 Median : -250.0
## Mean : 376.4 Mean : 7476 Mean :137.4 Mean : -333.6
## 3rd Qu.: 710.0 3rd Qu.: 8870 3rd Qu.:147.0 3rd Qu.: 90.0
## Max. :1030.0 Max. :10230 Max. :163.0 Max. : 620.0
## NA's :21 NA's :21 NA's :21 NA's :21
## VR_.ml._2 VR_.PCT._2 Gain_VR_2 TM6_sat_.PCT._2
## Min. :2860 Min. : 88.0 Min. :-2120.0 Min. :69.00
## 1st Qu.:3300 1st Qu.:172.0 1st Qu.:-1300.0 1st Qu.:81.00
## Median :4620 Median :205.0 Median : -540.0 Median :86.00
## Mean :4680 Mean :209.7 Mean : -754.1 Mean :84.08
## 3rd Qu.:5940 3rd Qu.:255.0 3rd Qu.: -260.0 3rd Qu.:88.00
## Max. :7100 Max. :307.0 Max. : 590.0 Max. :92.00
## NA's :21 NA's :21 NA's :21 NA's :25
## TM6_.m._2 TM6_.score.borg._2 Calcul_BODE_TM6_2 Gain.TM6_2
## Min. : 28.0 Min. :2.000 Min. :0.000 Min. :-155.00
## 1st Qu.:363.0 1st Qu.:7.000 1st Qu.:0.000 1st Qu.: -72.00
## Median :453.0 Median :7.750 Median :3.000 Median : 58.00
## Mean :416.4 Mean :7.083 Mean :1.821 Mean : 37.46
## 3rd Qu.:480.0 3rd Qu.:8.000 3rd Qu.:3.000 3rd Qu.: 126.00
## Max. :660.0 Max. :9.000 Max. :3.000 Max. : 187.00
## NA's :25 NA's :26 NA's :10 NA's :25
## mMRC_2 IMC_2 calcul.bode_2 Complications_a_distance_1.1
## Min. :1.000 Min. :17.00 Min. : 1.000 Length:38
## 1st Qu.:1.000 1st Qu.:20.55 1st Qu.: 2.000 Class :character
## Median :2.000 Median :23.15 Median : 3.000 Mode :character
## Mean :2.067 Mean :23.20 Mean : 3.692
## 3rd Qu.:3.000 3rd Qu.:25.00 3rd Qu.: 5.000
## Max. :4.000 Max. :32.00 Max. :10.000
## NA's :23 NA's :20 NA's :25
## Complications_a_distance_2.1 Retrait_valve type_retrait
## Length:38 Length:38 Length:38
## Class :character Class :character Class :character
## Mode :character Mode :character Mode :character
##
##
##
##
## delais_retrait_valve_mois Raison.retrait.valves
## Min. : 1.400 Length:38
## 1st Qu.: 2.030 Class :character
## Median : 5.370 Mode :character
## Mean : 7.884
## 3rd Qu.:13.370
## Max. :18.800
## NA's :29la variable describe est plus adaptée aux variables qualitatives
describe(G2_V)## G2_V
##
## 104 Variables 38 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 38 0 1 Groupe_2
##
## Value Groupe_2
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 38 0 38 1 62.11 7.365 51.33 54.12
## .25 .50 .75 .90 .95
## 57.84 62.42 65.67 69.57 71.02
##
## lowest : 48.88 50.96 51.39 53.75 54.28, highest: 69.42 69.91 70.80 72.26 79.09
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 38 0 2
##
## Value F H
## Frequency 23 15
## Proportion 0.605 0.395
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 38 0 4
##
## Value Hopital public Privé Suivi CHUT Ville
## Frequency 14 8 9 7
## Proportion 0.368 0.211 0.237 0.184
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 9 29
## Proportion 0.237 0.763
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 4 34
## Proportion 0.105 0.895
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 7 31
## Proportion 0.184 0.816
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 38 0 1 Oui
##
## Value Oui
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Antécédents
## n missing distinct
## 4 34 3
##
## Value Antécédents : cardiopathie Antécédents : HTAP
## Frequency 2 1
## Proportion 0.50 0.25
##
## Value Antécédents : pneumonie
## Frequency 1
## Proportion 0.25
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 38 0 2
##
## Value actif Sevré
## Frequency 1 37
## Proportion 0.026 0.974
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 32 6
## Proportion 0.842 0.158
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 38 0 22 0.997 1.668 0.1007 1.540 1.564
## .25 .50 .75 .90 .95
## 1.593 1.680 1.727 1.790 1.802
##
## lowest : 1.53 1.54 1.55 1.57 1.58, highest: 1.76 1.79 1.80 1.81 1.85
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 38 0 25 0.997 62.46 13.93 46.70 49.00
## .25 .50 .75 .90 .95
## 52.25 61.50 70.00 80.00 80.90
##
## lowest : 42 45 47 49 50, highest: 73 77 80 86 90
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 38 0 38 1 22.37 4.017 17.17 18.44
## .25 .50 .75 .90 .95
## 20.11 22.14 24.02 26.11 29.61
##
## lowest : 14.88 16.07 17.36 18.26 18.52, highest: 26.03 26.30 29.52 30.11 31.25
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 38 0 3 0.769 3.474 0.5661
##
## Value 2 3 4
## Frequency 1 18 19
## Proportion 0.026 0.474 0.500
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 38 0 2
##
## Value B D
## Frequency 26 12
## Proportion 0.684 0.316
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 27 11
## Proportion 0.711 0.289
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 37 1
## Proportion 0.974 0.026
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 38 0 3 0.844 3.026 0.7696
##
## Value 2 3 4
## Frequency 9 19 10
## Proportion 0.237 0.500 0.263
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct value
## 38 0 1 Oui
##
## Value Oui
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 9 29
## Proportion 0.237 0.763
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct value
## 38 0 1 Oui
##
## Value Oui
## Frequency 38
## Proportion 1
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 38 0 3
##
## Value Effort Non Repos
## Frequency 10 7 21
## Proportion 0.263 0.184 0.553
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 38 0 3
##
## Value Apres dressage Non Oui
## Frequency 3 6 29
## Proportion 0.079 0.158 0.763
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 38 0 3
##
## Value AIRFLOW BULLECTOMIE LSD Non
## Frequency 1 1 36
## Proportion 0.026 0.026 0.947
## --------------------------------------------------------------------------------
## Rsltats_scanr_STRATX
## n missing distinct
## 38 0 9
##
## lowest : LID LID_LIG LIG LM LSD
## highest: LSD LSD LM LSD LM_LSG LSD_LSG LSG
##
## Value LID LID_LIG LIG LM LSD LSD LM
## Frequency 3 5 7 1 8 1
## Proportion 0.079 0.132 0.184 0.026 0.211 0.026
##
## Value LSD LM_LSG LSD_LSG LSG
## Frequency 1 8 4
## Proportion 0.026 0.211 0.105
## --------------------------------------------------------------------------------
## Résultats_StratX
## n missing distinct
## 37 1 2
##
## Value sissures étanches sissures intermediare
## Frequency 29 8
## Proportion 0.784 0.216
## --------------------------------------------------------------------------------
## Résultats.scinti
## n missing distinct
## 37 1 10
##
## lowest : LID LID_LIG LIG LM LSD
## highest: LSD LM LSD LM_LSG LSD_LSG LSD_LSG_LIG_LM LSG
##
## LID (2, 0.054), LID_LIG (7, 0.189), LIG (7, 0.189), LM (1, 0.027), LSD (4,
## 0.108), LSD LM (2, 0.054), LSD LM_LSG (2, 0.054), LSD_LSG (10, 0.270),
## LSD_LSG_LIG_LM (1, 0.027), LSG (1, 0.027)
## --------------------------------------------------------------------------------
## pourc_perfusion_lobe_traité
## n missing distinct Info Mean Gmd .05 .10
## 30 8 23 0.998 14.88 9.587 3.025 5.950
## .25 .50 .75 .90 .95
## 10.000 13.500 19.750 27.850 31.000
##
## lowest : 0.0 1.0 5.5 6.0 7.0, highest: 20.0 22.5 27.5 31.0 34.0
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 36 2 2
##
## Value Hètérogène Homogène
## Frequency 22 14
## Proportion 0.611 0.389
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 37 1 32 0.999 318.4 162.6 66.4 116.4
## .25 .50 .75 .90 .95
## 216.0 336.0 410.0 477.2 518.8
##
## lowest : 60 68 111 120 177, highest: 470 488 510 554 568
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 37 1 21 0.997 83.16 6.892 74.0 75.6
## .25 .50 .75 .90 .95
## 79.0 83.0 88.0 91.4 92.0
##
## lowest : 72 74 75 76 77, highest: 89 90 91 92 94
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 37 1 11 0.97 6.946 2.005 4.8 5.0
## .25 .50 .75 .90 .95
## 5.5 7.0 8.0 9.2 10.0
##
## lowest : 3.0 4.0 5.0 5.5 6.0, highest: 7.0 8.0 9.0 9.5 10.0
##
## Value 3.0 4.0 5.0 5.5 6.0 6.5 7.0 8.0 9.0 9.5 10.0
## Frequency 1 1 7 1 4 2 5 10 2 1 3
## Proportion 0.027 0.027 0.189 0.027 0.108 0.054 0.135 0.270 0.054 0.027 0.081
## --------------------------------------------------------------------------------
## BODE_calcul_0
## n missing distinct Info Mean Gmd
## 37 1 9 0.973 6.081 2.375
##
## lowest : 2 3 4 5 6, highest: 6 7 8 9 10
##
## Value 2 3 4 5 6 7 8 9 10
## Frequency 1 1 8 6 8 3 4 3 3
## Proportion 0.027 0.027 0.216 0.162 0.216 0.081 0.108 0.081 0.081
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 37 1 3
##
## Value Autre anomalie HTAP Normale
## Frequency 3 7 27
## Proportion 0.081 0.189 0.730
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 31 7 19 0.993 68.41 6.946 59.00 61.00
## .25 .50 .75 .90 .95
## 65.00 69.00 72.50 74.00 75.85
##
## lowest : 55.6 57.0 61.0 61.2 63.4, highest: 71.6 73.4 74.0 77.7 85.4
##
## Value 55.6 57.0 61.0 61.2 63.4 64.2 65.0 65.2 66.0 68.0 69.0
## Frequency 1 1 2 1 1 1 4 1 1 1 2
## Proportion 0.032 0.032 0.065 0.032 0.032 0.032 0.129 0.032 0.032 0.032 0.065
##
## Value 69.5 70.0 71.0 71.6 73.4 74.0 77.7 85.4
## Frequency 2 1 3 1 1 5 1 1
## Proportion 0.065 0.032 0.097 0.032 0.032 0.161 0.032 0.032
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 34 4 25 0.997 40.74 6.137 31.69 33.60
## .25 .50 .75 .90 .95
## 37.40 41.00 43.00 46.40 51.40
##
## lowest : 30.4 31.1 32.0 33.0 35.0, highest: 45.0 47.0 50.0 54.0 55.8
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 22 0.994 817.9 258.3 459.5 550.0
## .25 .50 .75 .90 .95
## 700.0 805.0 962.5 1112.0 1183.0
##
## lowest : 400 470 550 600 700, highest: 1100 1140 1180 1200 1500
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 28 0.998 31.99 10.88 17.70 20.70
## .25 .50 .75 .90 .95
## 25.00 31.50 38.25 44.60 47.08
##
## lowest : 14.0 16.0 18.0 20.0 21.0, highest: 44.0 46.0 47.0 47.5 57.0
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 30 0.999 5486 1297 3885 4200
## .25 .50 .75 .90 .95
## 4700 5325 6402 7072 7500
##
## lowest : 3300 3800 3900 4200 4300, highest: 6730 7000 7240 7500 7800
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 28 0.998 257.9 46.51 205.1 209.5
## .25 .50 .75 .90 .95
## 230.0 255.5 286.0 317.7 328.2
##
## lowest : 192 200 206 211 213, highest: 315 324 327 335 351
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 37 1 34 1 2064 703.6 1172 1368
## .25 .50 .75 .90 .95
## 1580 2121 2500 2676 3008
##
## lowest : 1020 1100 1190 1350 1380, highest: 2660 2700 2900 3440 3600
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 37 1 31 0.999 64.72 21.67 34.8 40.2
## .25 .50 .75 .90 .95
## 53.0 65.0 78.0 90.8 92.6
##
## lowest : 30 34 35 39 41, highest: 89 90 92 95 100
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 33 0.998 7913 1447 5970 6252
## .25 .50 .75 .90 .95
## 6922 8075 8900 9430 9624
##
## lowest : 5400 5800 6000 6140 6300, highest: 9400 9500 9610 9700 10111
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 31 0.999 140.1 16.3 121.7 123.4
## .25 .50 .75 .90 .95
## 129.2 137.0 148.8 156.6 167.3
##
## lowest : 116 120 122 124 126, highest: 156 158 167 169 184
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 38 0 23 0.997 71.67 13.97 57.85 61.35
## .25 .50 .75 .90 .95
## 63.00 68.50 76.50 79.00 82.05
##
## lowest : 54.0 57.0 58.0 61.0 61.5, highest: 78.0 79.0 81.0 88.0 172.0
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 35 3 23 0.998 31.37 8.755 20.00 21.72
## .25 .50 .75 .90 .95
## 25.50 32.00 35.50 41.00 42.30
##
## lowest : 18.0 20.0 21.0 22.8 23.0, highest: 40.0 41.0 42.0 43.0 50.0
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd .05 .10
## 37 1 11 0.971 5.595 2.757 3.0 3.0
## .25 .50 .75 .90 .95
## 4.0 5.0 7.0 9.0 10.2
##
## lowest : 2 3 4 5 6, highest: 8 9 10 11 12
##
## Value 2 3 4 5 6 7 8 9 10 11 12
## Frequency 1 7 9 2 7 3 3 2 1 1 1
## Proportion 0.027 0.189 0.243 0.054 0.189 0.081 0.081 0.054 0.027 0.027 0.027
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 37 1 2
##
## Value Complete Incomplet
## Frequency 36 1
## Proportion 0.973 0.027
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 38 0 8
##
## lowest : LID LID_LIG LIG LM LSD
## highest: LM LSD LSD LM LSD_LSG LSG
##
## Value LID LID_LIG LIG LM LSD LSD LM LSD_LSG LSG
## Frequency 5 1 10 1 12 2 1 6
## Proportion 0.132 0.026 0.263 0.026 0.316 0.053 0.026 0.158
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 12 26 6
##
## lowest : Exacerbation BPCO Autre Pneumatocèle Pneumomédiastin Pneumonie
## highest: Autre Pneumatocèle Pneumomédiastin Pneumonie Pneumothorax
##
## Value Exacerbation BPCO Autre Pneumatocèle
## Frequency 5 1 1
## Proportion 0.417 0.083 0.083
##
## Value Pneumomédiastin Pneumonie Pneumothorax
## Frequency 1 1 3
## Proportion 0.083 0.083 0.250
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 12 26 6 0.948 5.083 8.5
##
## lowest : 0 1 2 3 17, highest: 1 2 3 17 34
##
## Value 0 1 2 3 17 34
## Frequency 4 3 2 1 1 1
## Proportion 0.333 0.250 0.167 0.083 0.083 0.083
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0
## n missing distinct
## 12 26 12
##
## lowest : AEROSOLS ATB ATB IV CORTICO AEROSOLS Drainage
## highest: HOSPIT CTC AEROSOLS Inhalation durant fibro, atb ras SI OHD ATB, hématopneumatocèle surinfecté avec hemoptysie TOUX + BRONHCORREE sans pnp, trt antipyo
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct
## 9 29 3
##
## Value Exacerbation BPCO Mort Pneumothorax
## Frequency 4 2 3
## Proportion 0.444 0.222 0.333
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 7 31 5 0.964 10.86 14.67
##
## lowest : 0 3 6 7 30, highest: 0 3 6 7 30
##
## Value 0 3 6 7 30
## Frequency 2 1 1 1 2
## Proportion 0.286 0.143 0.143 0.143 0.286
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct
## 9 29 9
##
## lowest : AEROSOLS CTC atb ctc ATB CTC ATB IV POUR SURINF A PYO DECES SUR HEMOTHORAX POST PNO COMPRESSIF DRAINE, DRA POST EXTUB PUIS 1 MOIS DE SI
## highest: DECES SUR HEMOTHORAX POST PNO COMPRESSIF DRAINE, DRA POST EXTUB PUIS 1 MOIS DE SI DRAINAGE SI, RETRAIT D UNE VALVE DRAINAGE, PAS DE REEXPANSION DONC RETRAIT VALVE Pneumothorax, drainé, tamponnade gazeuse avec deces SURVEILLANCE
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 28 0.999 1008 338.3 622 654
## .25 .50 .75 .90 .95
## 810 960 1170 1390 1540
##
## lowest : 500 610 630 640 710, highest: 1350 1400 1500 1600 1900
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 24 0.997 40.18 14.25 24.6 27.0
## .25 .50 .75 .90 .95
## 32.0 36.0 45.0 56.8 60.8
##
## lowest : 21 24 25 27 29, highest: 56 57 60 62 76
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 25 0.998 163 229.1 -170 -122
## .25 .50 .75 .90 .95
## 80 190 320 388 440
##
## lowest : -390 -200 -150 -140 -50, highest: 320 330 340 400 500
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 32 6 31 1 2476 819.4 1433 1618
## .25 .50 .75 .90 .95
## 2072 2350 2860 3194 3531
##
## lowest : 1310 1400 1460 1610 1690, highest: 3140 3200 3450 3630 5200
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 32 6 26 0.998 81.5 26.11 47.40 52.30
## .25 .50 .75 .90 .95
## 62.25 81.50 100.00 106.00 111.60
##
## lowest : 38 43 51 52 55, highest: 105 106 108 116 129
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 32 6 32 1 467.8 701 -374.0 -278.0
## .25 .50 .75 .90 .95
## -57.5 420.0 842.5 1238.0 1500.0
##
## lowest : -550 -440 -320 -280 -260, highest: 1220 1240 1410 1610 1760
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 31 0.999 7347 1555 5600 5660
## .25 .50 .75 .90 .95
## 6370 7200 8190 9488 9816
##
## lowest : 5300 5600 5900 5940 6200, highest: 9480 9490 9800 9840 9910
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 23 0.996 130.2 19.28 112.2 118.4
## .25 .50 .75 .90 .95
## 123.0 130.0 139.0 149.8 155.0
##
## lowest : 43 111 113 118 120, highest: 149 150 153 158 167
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 33 5 30 0.999 -414.9 623 -1108 -1042
## .25 .50 .75 .90 .95
## -860 -380 -100 286 416
##
## lowest : -1570 -1120 -1100 -1050 -1010, highest: 230 300 400 440 580
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 31 1 4399 1224 2668 2958
## .25 .50 .75 .90 .95
## 3750 4490 4980 5542 6028
##
## lowest : 2100 2620 2700 2900 3190, highest: 5430 5570 5880 6250 6890
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 28 0.999 211.6 44.53 158.4 165.8
## .25 .50 .75 .90 .95
## 186.0 207.0 240.0 261.0 271.6
##
## lowest : 137 150 164 173 176, highest: 246 261 268 277 313
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 31 1 -939.1 846.4 -2156 -2018
## .25 .50 .75 .90 .95
## -1270 -920 -450 -28 72
##
## lowest : -2620 -2240 -2100 -2040 -1930, highest: -100 -10 0 180 210
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 26 12 26 1 413.6 118.7 204.0 282.0
## .25 .50 .75 .90 .95
## 369.0 422.5 475.0 514.0 565.0
##
## lowest : 160 180 276 288 345, highest: 488 505 523 579 625
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 26 12 12 0.983 82.73 5.769 72.5 78.0
## .25 .50 .75 .90 .95
## 80.0 84.0 85.0 89.5 91.5
##
## lowest : 70 71 77 79 80, highest: 84 85 89 90 92
##
## Value 70 71 77 79 80 82 83 84 85 89 90
## Frequency 1 1 1 3 3 1 2 5 5 1 1
## Proportion 0.038 0.038 0.038 0.115 0.115 0.038 0.077 0.192 0.192 0.038 0.038
##
## Value 92
## Frequency 2
## Proportion 0.077
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd .05 .10
## 26 12 10 0.98 5.577 1.732 3.125 3.750
## .25 .50 .75 .90 .95
## 4.500 5.750 6.750 7.750 8.000
##
## lowest : 3.0 3.5 4.0 4.5 5.0, highest: 5.5 6.0 7.0 7.5 8.0
##
## Value 3.0 3.5 4.0 4.5 5.0 5.5 6.0 7.0 7.5 8.0
## Frequency 2 1 2 3 4 1 6 3 1 3
## Proportion 0.077 0.038 0.077 0.115 0.154 0.038 0.231 0.115 0.038 0.115
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 26 12 26 1 57.88 123.2 -81.25 -47.00
## .25 .50 .75 .90 .95
## -13.00 65.50 93.00 162.50 168.75
##
## lowest : -230 -92 -49 -45 -35, highest: 145 160 165 170 442
## --------------------------------------------------------------------------------
## mMRC_1
## n missing distinct Info Mean Gmd
## 25 13 4 0.894 2.08 1.06
##
## Value 1 2 3 4
## Frequency 9 6 9 1
## Proportion 0.36 0.24 0.36 0.04
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 33 5 22 0.997 22.47 3.795 17.60 18.60
## .25 .50 .75 .90 .95
## 20.00 22.70 25.00 25.96 27.40
##
## lowest : 16.0 17.0 18.0 18.5 19.0, highest: 25.0 25.8 26.0 29.5 32.0
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 25 13 8 0.97 3.6 2.093
##
## lowest : 0 1 2 3 4, highest: 3 4 5 6 7
##
## Value 0 1 2 3 4 5 6 7
## Frequency 1 1 6 5 4 4 2 2
## Proportion 0.04 0.04 0.24 0.20 0.16 0.16 0.08 0.08
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 19 19 6
##
## lowest : Exacerbation BPCO Douleurs thoraciques Engluement valve Majoration dyspnée Pneumonie
## highest: Douleurs thoraciques Engluement valve Majoration dyspnée Pneumonie Pneumothorax
##
## Value Exacerbation BPCO Douleurs thoraciques Engluement valve
## Frequency 4 4 1
## Proportion 0.211 0.211 0.053
##
## Value Majoration dyspnée Pneumonie Pneumothorax
## Frequency 6 2 2
## Proportion 0.316 0.105 0.105
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 7 31 5
##
## lowest : Exacerbation BPCO Autre Engluement valve Majoration dyspnée Pneumonie
## highest: Exacerbation BPCO Autre Engluement valve Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre Engluement valve
## Frequency 3 1 1
## Proportion 0.429 0.143 0.143
##
## Value Majoration dyspnée Pneumonie
## Frequency 1 1
## Proportion 0.143 0.143
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct
## 17 21 17
##
## lowest : ABCES PULMONAIRE, RETENTIONNEL, RETRAIT 5 VALVES, DERNIERE VALVE NON RETROUVEE AEROSOLS ATB IV COVID + INF PYO CTC ATB pas hospit
## highest: REVISION VALVE ET TRT LSG en 2 temps mars et jein 2021, ajout 5 valves révision valves : remplacement de 2 valves non fonctionnelles surinf bronchique à repet SURINF PYO, ATB VALVES DYSFONCTIONNELLES, 1 REMPLAC2E PAR 2
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 18 20 17 0.999 961.1 303.7 498.5 605.0
## .25 .50 .75 .90 .95
## 812.5 960.0 1137.5 1309.0 1333.0
##
## lowest : 490 500 650 800 850, highest: 1150 1250 1300 1330 1350
##
## Value 490 500 650 800 850 880 900 940 980 1000 1030
## Frequency 1 1 1 2 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.111 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 1100 1150 1250 1300 1330 1350
## Frequency 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 12 0.994 38.82 14.16 24.4 26.0
## .25 .50 .75 .90 .95
## 28.0 38.0 43.0 56.4 57.4
##
## lowest : 18 26 27 28 34, highest: 41 43 56 57 59
##
## Value 18 26 27 28 34 36 38 41 43 56 57
## Frequency 1 2 1 1 1 2 2 2 1 2 1
## Proportion 0.059 0.118 0.059 0.059 0.059 0.118 0.118 0.118 0.059 0.118 0.059
##
## Value 59
## Frequency 1
## Proportion 0.059
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 18 20 13 0.991 133.3 159.5 -110.5 -72.0
## .25 .50 .75 .90 .95
## 100.0 135.0 187.5 350.0 353.0
##
## lowest : -170 -100 -60 90 100, highest: 150 200 230 350 370
##
## Value -170 -100 -60 90 100 120 130 140 150 200 230
## Frequency 1 1 1 1 3 1 1 1 3 1 1
## Proportion 0.056 0.056 0.056 0.056 0.167 0.056 0.056 0.056 0.167 0.056 0.056
##
## Value 350 370
## Frequency 2 1
## Proportion 0.111 0.056
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 16 0.999 2335 502.1 1720 1816
## .25 .50 .75 .90 .95
## 2000 2400 2650 2800 2972
##
## lowest : 1480 1780 1840 1960 2000, highest: 2650 2660 2700 2950 3060
##
## Value 1480 1780 1840 1960 2000 2100 2230 2390 2400 2500 2600
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 2650 2660 2700 2950 3060
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 15 0.998 79.53 25.84 42.6 50.2
## .25 .50 .75 .90 .95
## 66.0 79.0 101.0 106.4 107.2
##
## lowest : 41 43 55 57 66, highest: 94 101 106 107 108
##
## Value 41 43 55 57 66 67 78 79 82 89 94
## Frequency 1 1 1 1 1 1 2 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059
##
## Value 101 106 107 108
## Frequency 2 1 1 1
## Proportion 0.118 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 17 1 376.4 508.2 -280 -62
## .25 .50 .75 .90 .95
## 100 379 710 948 1022
##
## lowest : -600 -200 30 80 100, highest: 710 730 900 1020 1030
##
## Value -600 -200 30 80 100 200 210 250 379 420 500
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 640 710 730 900 1020 1030
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 17 1 7476 1682 5726 6134
## .25 .50 .75 .90 .95
## 6400 7080 8870 9292 9590
##
## lowest : 5150 5870 6310 6340 6400, highest: 8870 9000 9200 9430 10230
##
## Value 5150 5870 6310 6340 6400 6500 6600 6820 7080 7200 7700
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 8400 8870 9000 9200 9430 10230
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 16 0.999 137.4 16.07 120.2 121.6
## .25 .50 .75 .90 .95
## 127.0 135.0 147.0 156.2 159.0
##
## lowest : 117 121 122 126 127, highest: 147 153 155 158 163
##
## Value 117 121 122 126 127 130 131 134 135 139 142
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059
##
## Value 147 153 155 158 163
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 16 0.999 -333.6 737.7 -1402 -1184
## .25 .50 .75 .90 .95
## -800 -250 90 428 524
##
## lowest : -1530 -1370 -1060 -911 -800, highest: 90 280 380 500 620
##
## Value -1530 -1370 -1060 -911 -800 -450 -400 -320 -250 -200 -50
## Frequency 1 1 1 1 1 1 1 1 1 2 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059
##
## Value 90 280 380 500 620
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 16 0.999 4680 1558 3060 3164
## .25 .50 .75 .90 .95
## 3300 4620 5940 6184 6420
##
## lowest : 2860 3110 3200 3300 3570, highest: 5940 6000 6140 6250 7100
##
## Value 2860 3110 3200 3300 3570 4200 4500 4620 5000 5270 5300
## Frequency 1 1 2 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.118 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 5940 6000 6140 6250 7100
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 17 1 209.7 62.35 144.8 161.4
## .25 .50 .75 .90 .95
## 172.0 205.0 255.0 267.8 286.2
##
## lowest : 88 159 163 165 172, highest: 255 256 259 281 307
##
## Value 88 159 163 165 172 174 198 199 205 217 230
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 237 255 256 259 281 307
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 17 21 16 0.999 -754.1 927.9 -1808 -1688
## .25 .50 .75 .90 .95
## -1300 -540 -260 200 518
##
## lowest : -2120 -1730 -1660 -1600 -1300, highest: -260 -100 0 500 590
##
## Value -2120 -1730 -1660 -1600 -1300 -1130 -1100 -540 -440 -430 -400
## Frequency 1 1 1 1 1 1 2 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.059
##
## Value -260 -100 0 500 590
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 13 25 10 0.986 84.08 6.923 75.0 79.2
## .25 .50 .75 .90 .95
## 81.0 86.0 88.0 89.8 90.8
##
## lowest : 69 79 80 81 82, highest: 86 88 89 90 92
##
## Value 69 79 80 81 82 86 88 89 90 92
## Frequency 1 1 1 2 1 1 3 1 1 1
## Proportion 0.077 0.077 0.077 0.154 0.077 0.077 0.231 0.077 0.077 0.077
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd .05 .10
## 13 25 13 1 416.4 181.3 148.0 250.8
## .25 .50 .75 .90 .95
## 363.0 453.0 480.0 582.4 616.8
##
## lowest : 28 228 342 363 380, highest: 470 480 560 588 660
##
## Value 28 228 342 363 380 393 453 468 470 480 560
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 588 660
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 12 26 7 0.951 7.083 1.879
##
## lowest : 2.0 5.0 7.0 7.5 8.0, highest: 7.0 7.5 8.0 8.5 9.0
##
## Value 2.0 5.0 7.0 7.5 8.0 8.5 9.0
## Frequency 1 1 3 1 4 1 1
## Proportion 0.083 0.083 0.250 0.083 0.333 0.083 0.083
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 28 10 4 0.769 1.821 1.479
##
## Value 0 1 2 3
## Frequency 10 1 1 16
## Proportion 0.357 0.036 0.036 0.571
## --------------------------------------------------------------------------------
## Gain.TM6_2
## n missing distinct Info Mean Gmd .05 .10
## 13 25 13 1 37.46 132.4 -112.4 -82.6
## .25 .50 .75 .90 .95
## -72.0 58.0 126.0 175.8 182.8
##
## lowest : -155 -84 -77 -72 0, highest: 92 126 159 180 187
##
## Value -155 -84 -77 -72 0 1 58 72 92 126 159
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077 0.077
##
## Value 180 187
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 15 23 4 0.911 2.067 1.238
##
## Value 1 2 3 4
## Frequency 6 4 3 2
## Proportion 0.400 0.267 0.200 0.133
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 18 20 17 0.999 23.2 4.519 18.19 18.82
## .25 .50 .75 .90 .95
## 20.55 23.15 25.00 27.67 29.45
##
## lowest : 17.0 18.4 19.0 19.4 20.5, highest: 25.0 26.5 27.1 29.0 32.0
##
## Value 17.0 18.4 19.0 19.4 20.5 20.7 21.2 22.0 23.0 23.3 23.7
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056 0.056
##
## Value 24.8 25.0 26.5 27.1 29.0 32.0
## Frequency 1 2 1 1 1 1
## Proportion 0.056 0.111 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 13 25 6 0.956 3.692 2.974
##
## lowest : 1 2 3 5 7, highest: 2 3 5 7 10
##
## Value 1 2 3 5 7 10
## Frequency 2 4 3 1 2 1
## Proportion 0.154 0.308 0.231 0.077 0.154 0.077
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct
## 6 32 4
##
## Value Exacerbation BPCO Autre Majoration dyspnée
## Frequency 1 2 1
## Proportion 0.167 0.333 0.167
##
## Value Pneumonie
## Frequency 2
## Proportion 0.333
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct value
## 1 37 1 Pneumothorax
##
## Value Pneumothorax
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 38 0 2
##
## Value Non Oui
## Frequency 29 9
## Proportion 0.763 0.237
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 38 0 3
##
## Value Non retrait complet retrait partiel
## Frequency 29 4 5
## Proportion 0.763 0.105 0.132
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd
## 9 29 9 1 7.884 7.848
##
## lowest : 1.40 1.60 2.03 4.33 5.37, highest: 5.37 7.03 13.37 17.03 18.80
##
## Value 1.40 1.60 2.03 4.33 5.37 7.03 13.37 17.03 18.80
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.111 0.111 0.111 0.111 0.111 0.111 0.111 0.111 0.111
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 9 29 9
##
## lowest : ABCES PULM 5/6 RETIREES Dégradation post T2, retrait 1 valves Infection lid et pno recid, mais degradation clinique au bilan à 1 an donc repose le 30/10/21 Innefficacité clinique, paraclinique et surinf bronchique à repet MAJ DYSPNEE APRES 2E POSE
## highest: MAJ DYSPNEE APRES 2E POSE MAJ DYSPNEE, DEGRADATION VEMS, TOUX PAS D AMELIORATION CLINIQUE, PAS D ATELECTASIE,GRANDE SCISSURE PERMEABLE PNO DRAINE ET PNP PNO LES 2 FOIS
## --------------------------------------------------------------------------------Groupe 2 : patients non traités par valves
Descriptif des patients adressés entre le 01/07/2019 à fin 2021 qui n’ont pas bénéficié d’un traitement par valves
Groupe2_NoValves <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/Groupe_2/Groupe2_NoValves.csv", stringsAsFactors=TRUE)G2_NV<-Groupe2_NoValvessummary(G2_NV)## Groupe age_Cs_initiale Sexe Adressé_par Vu_en_Cs Vu_en_HDS
## Groupe_2:111 Min. :44.71 F:48 : 1 : 1 : 1
## 1st Qu.:56.84 H:63 Hopital public:30 Non:19 Non:37
## Median :63.36 Privé :41 Oui:91 Oui:73
## Mean :62.63 Suivi CHUT :20
## 3rd Qu.:69.49 Ville :19
## Max. :82.24
##
## Critères_AMM_remplis Pose_valves Nbre.de.raison
## Non:47 Non:111 Min. :1.000
## Oui:64 1st Qu.:1.000
## Median :2.000
## Mean :1.855
## 3rd Qu.:2.000
## Max. :4.000
## NA's :1
## Raison_non.pose_1
## : 1
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7 : 4
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 :48
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse :11
## 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5:25
## 4 Raison scissure perméable : StratX 1/ Chartis 2 :20
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 2
## Raison_non.pose_2
## :45
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 :24
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse :19
## 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5:12
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 7
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 4
##
## Raison_non.pose_3
## :86
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 : 6
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 8
## 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5: 8
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 2
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 1
##
## Raison_non.pose_4
## :107
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7/ Peu symptomatique 8 : 1
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 1
## 3 Raison paraclinique imagerie : pas de cible TDM 1/ pas de cible TDM-scinti 2/ pas de cible scinti seule 3/ bulle lobe ipsilatéral 4/ emphyseme paraseptal 5: 2
##
##
##
## Raison_clinique_1
## :52
## Raison clinique : Exacerbation :23
## Raison clinique : peu symptomatique (mMRC trop elevé): 9
## Raison clinique : Pas de rehab : 7
## Raison clinique : Refus du patient : 6
## Raison clinique : Atcd chir : 5
## (Other) : 9
## Raison.clinique_2
## :94
## Raison clinique : Pas de rehab : 8
## Raison clinique : Refus du patient : 3
## Raison clinique : Exacerbation : 2
## Raison clinique : peu symptomatique (mMRC trop elevé): 3
## Raison clinique :Tabac actif 2 : 1
##
## Raison.clinique_3
## :108
## Raison clinique : AEG : 1
## Raison clinique : peu symptomatique (mMRC trop elevé): 1
## Raison clinique :Traitement non optimal : 1
##
##
##
## Raison_paraclinique._EFR_1
## :80
## Raison paraclinique EFR : DLCO trop basse: 2
## Raison paraclinique EFR : TM6 trop altéré: 4
## Raison paraclinique EFR : VEMS trop bas : 2
## Raison paraclinique EFR : VEMS trop élevé: 9
## Raison paraclinique EFR :VR trop bas :14
##
## Raison_paraclinique._EFR_2
## :103
## Raison paraclinique EFR : DLCO trop basse: 1
## Raison paraclinique EFR : TM6 trop altéré: 3
## Raison paraclinique EFR : VEMS trop élevé: 1
## Raison paraclinique EFR :VR trop bas : 3
##
##
## Raison_paraclinique._Imagerie_1
## :67
## Raison paraclinique imagerie : bulle lobe ipsilatéral : 4
## Raison paraclinique imagerie : nodule suspect : 4
## Raison paraclinique imagerie : pas de cible TDM :12
## Raison paraclinique imagerie : pas de cible TDM-scinti :19
## Raison paraclinique imagerie :pas de cible scinti seule: 5
##
## Raison_paraclinique._Imagerie_2
## :108
## Raison paraclinique imagerie : nodule suspect : 2
## Raison paraclinique imagerie :pas de cible scinti seule: 1
##
##
##
##
## Raison_scissure_perméable
## :82
## 14 Raison scissure perméable : StratX 1/ Chartis 2: 1
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 1
## Raison scissure perméable : Chartis : 7
## Raison scissure perméable : StratX :20
##
##
## Raison_clinique_cardio
## :104
## Raison clinique cardio : Cardiopathie: 1
## Raison clinique cardio : HTAP : 6
##
##
##
##
## Antécédents Satut_Tabagique
## :93 : 2
## Antécédents : cancer pulmonaire ou nodule : 1 actif : 8
## Antécédents : cardiopathie : 9 Non_fumeur: 5
## Antécédents : HTAP : 3 Sevré :96
## Antécédents : pneumonie : 5
##
##
## Déficit_alpha taille poids BMI
## : 2 Min. :1.500 Min. : 38.00 Min. :14.84
## Non:100 1st Qu.:1.610 1st Qu.: 57.00 1st Qu.:20.22
## Oui: 9 Median :1.670 Median : 66.00 Median :23.04
## Mean :1.677 Mean : 65.95 Mean :23.31
## 3rd Qu.:1.730 3rd Qu.: 73.00 3rd Qu.:26.03
## Max. :1.900 Max. :120.00 Max. :37.04
## NA's :12 NA's :12 NA's :10
## Stade_BPCO_GOLD_VEMS Stade_BPCO_Gold._ABCD Exacerbateur..2an DDB
## Min. :1.000 : 3 : 2 : 5
## 1st Qu.:3.000 A : 4 Non:75 Non:98
## Median :3.000 A OU B: 4 Oui:34 Oui: 8
## Mean :3.297 B :64
## 3rd Qu.:4.000 C : 1
## Max. :4.000 D :35
##
## Score.MMRC_0 Distention.thoracique_VR.175 Emphysème_hétérogène_.scan
## Min. :0.00 : 6 : 3
## 1st Qu.:2.00 Non:14 Non:41
## Median :3.00 Oui:91 Oui:67
## Mean :2.67
## 3rd Qu.:3.00
## Max. :4.00
## NA's :11
## Ttt_BPCO_médicamenteux OLD Réhab_réalisée
## :12 : 6 : 8
## Non : 6 Effort:21 ACTIF : 8
## Oui :92 Non :39 Apres dressage: 3
## PAS D ANTICHOLINERGIQUE: 1 Repos :45 Non :23
## Oui :69
##
##
## Intervention_ttt_emphysème_préalable Rsltats_scanr_STRATX
## : 1 Pas de cible:31
## Non :107 LSD :18
## Oui : 1 LSD_LSG :12
## RESECTION APICALE SUR PNO: 1 :10
## SYMPHYSE G POUR PNO : 1 LIG : 9
## LSG : 8
## (Other) :23
## Résultats_StratX Résultats.scinti pourc_perfusion_lobe_traité
## :39 pas de cible:31 Min. : 1.00
## sissures étanches :29 :30 1st Qu.: 3.00
## sissures incompletes :15 LIG :12 Median :10.30
## sissures intermediare:28 LSD_LSG :12 Mean :10.93
## LSD :11 3rd Qu.:14.50
## LID_LIG : 4 Max. :38.00
## (Other) :11 NA's :90
## Stratx...Homogène..15.0_Hétérogène.1 TM6_.m._0 TM6_.nadir.sat.PCT._0
## :38 Min. : 0.0 Min. :38.00
## Hètérogène:34 1st Qu.:194.8 1st Qu.:79.00
## Homogène :39 Median :336.0 Median :84.50
## Mean :314.8 Mean :83.51
## 3rd Qu.:460.5 3rd Qu.:89.00
## Max. :650.0 Max. :95.00
## NA's :27 NA's :27
## TM6_.score.Borg._0 BODE_calcul_0 ETT PaO2_AA.mmHg._0
## Min. : 0.000 Min. : 0.000 :33 Min. :35.00
## 1st Qu.: 5.000 1st Qu.: 4.000 Autre anomalie: 4 1st Qu.:61.90
## Median : 7.000 Median : 6.000 HTAP :15 Median :67.90
## Mean : 6.658 Mean : 5.683 Normale :59 Mean :67.01
## 3rd Qu.: 8.000 3rd Qu.: 7.000 3rd Qu.:73.00
## Max. :10.000 Max. :10.000 Max. :90.00
## NA's :32 NA's :29 NA's :36
## PaCO2_.mmHg._0 VEMS._mL_0 VEMS_PCT_0 VR_ml_0 VR_PCT_0
## Min. :28.70 Min. : 400.0 Min. :13.0 Min. :1810 : 7
## 1st Qu.:35.00 1st Qu.: 677.5 1st Qu.:27.0 1st Qu.:3860 250 : 4
## Median :38.00 Median : 890.0 Median :33.0 Median :4830 183 : 3
## Mean :39.49 Mean : 969.0 Mean :35.4 Mean :4803 213 : 3
## 3rd Qu.:44.55 3rd Qu.:1170.0 3rd Qu.:42.0 3rd Qu.:5705 240 : 3
## Max. :59.00 Max. :2400.0 Max. :92.0 Max. :9800 244 : 3
## NA's :35 NA's :15 NA's :2 NA's :28 (Other):88
## CVF_ml_0 CVF_PCT_0 CPT_ml_0 CPT_PCT_0
## Min. : 950 Min. : 35.00 Min. : 10 Min. : 69.0
## 1st Qu.:1730 1st Qu.: 52.00 1st Qu.: 6130 1st Qu.:118.8
## Median :2115 Median : 67.50 Median : 7400 Median :131.5
## Mean :2307 Mean : 70.06 Mean : 7226 Mean :130.8
## 3rd Qu.:2865 3rd Qu.: 82.75 3rd Qu.: 8500 3rd Qu.:143.0
## Max. :5000 Max. :135.00 Max. :11000 Max. :179.0
## NA's :21 NA's :17 NA's :26 NA's :23
## VR_CPT_0 DLCO_PCT_0 Nbre_valves_posées Résultats_Chartis
## Min. :20.00 Min. :17.00 Min. :0 :107
## 1st Qu.:56.00 1st Qu.:26.00 1st Qu.:0 Incomplet: 4
## Median :64.00 Median :34.00 Median :0
## Mean :62.88 Mean :36.17 Mean :0
## 3rd Qu.:71.00 3rd Qu.:43.50 3rd Qu.:0
## Max. :82.00 Max. :89.00 Max. :0
## NA's :26 NA's :32 NA's :4Evolution des resulats des patients
1er Groupe
VEMS à 3 mois
comparaison moyennes
t.test(G1_V$VEMS._mL_0,G1_V$VEMS_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G1_V$VEMS._mL_0 and G1_V$VEMS_.ml._1
## t = -1.8829, df = 16, p-value = 0.07802
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -465.18713 27.54008
## sample estimates:
## mean difference
## -218.8235comparaison médianes
wilcox.test(G1_V$VEMS._mL_0,G1_V$VEMS_.ml._1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G1_V$VEMS._mL_0 and G1_V$VEMS_.ml._1
## V = 30.5, p-value = 0.05564
## alternative hypothesis: true location shift is not equal to 0VEMS à 1 an
comparaison moyennes
t.test(G1_V$VEMS._mL_0,G1_V$VEMS_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G1_V$VEMS._mL_0 and G1_V$VEMS_.ml._2
## t = -0.83555, df = 11, p-value = 0.4212
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -284.6766 128.0100
## sample estimates:
## mean difference
## -78.33333Comparaison médianes
wilcox.test(G1_V$VEMS._mL_0,G1_V$VEMS_.ml._2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G1_V$VEMS._mL_0 and G1_V$VEMS_.ml._2
## V = 24, p-value = 0.4496
## alternative hypothesis: true location shift is not equal to 0TM6 à 3 mois
comparaison moyennes
t.test(G1_V$TM6_.m._0,G1_V$TM6_.m._1, paired = TRUE)##
## Paired t-test
##
## data: G1_V$TM6_.m._0 and G1_V$TM6_.m._1
## t = 0.038596, df = 12, p-value = 0.9698
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -51.18565 53.03180
## sample estimates:
## mean difference
## 0.9230769Comparaison médianes
wilcox.test(G1_V$TM6_.m._0,G1_V$TM6_.m._1, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$TM6_.m._0 and G1_V$TM6_.m._1
## V = 35, p-value = 0.4973
## alternative hypothesis: true location shift is not equal to 0TM6 à 1 an
comparaison moyennes
t.test(G1_V$TM6_.m._0,G1_V$TM6_.m._2, paired = TRUE)##
## Paired t-test
##
## data: G1_V$TM6_.m._0 and G1_V$TM6_.m._2
## t = -0.54759, df = 7, p-value = 0.601
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -103.70543 64.70543
## sample estimates:
## mean difference
## -19.5Comparaison médianes
wilcox.test(G1_V$TM6_.m._0,G1_V$TM6_.m._2, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$TM6_.m._0 and G1_V$TM6_.m._2
## V = 14, p-value = 0.6406
## alternative hypothesis: true location shift is not equal to 0VR à 3 mois
comparaison moyennes
t.test(G1_V$VR_ml_0,G1_V$VR..ml._1, paired = TRUE)##
## Paired t-test
##
## data: G1_V$VR_ml_0 and G1_V$VR..ml._1
## t = 0.90853, df = 16, p-value = 0.3771
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -332.5480 831.3716
## sample estimates:
## mean difference
## 249.4118Comparaison médianes
wilcox.test(G1_V$VR_ml_0,G1_V$VR..ml._1, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$VR_ml_0 and G1_V$VR..ml._1
## V = 95, p-value = 0.4038
## alternative hypothesis: true location shift is not equal to 0VR à 1 an
comparaison moyennes
t.test(G1_V$VR_ml_0,G1_V$VR_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G1_V$VR_ml_0 and G1_V$VR_.ml._2
## t = 0.50512, df = 10, p-value = 0.6244
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -790.7575 1254.3939
## sample estimates:
## mean difference
## 231.8182Comparaison médianes
wilcox.test(G1_V$VR_ml_0,G1_V$VR_.ml._2, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$VR_ml_0 and G1_V$VR_.ml._2
## V = 43, p-value = 0.4131
## alternative hypothesis: true location shift is not equal to 0CVF à 3 mois
comparaison moyennes
t.test(G1_V$CVF_ml_0,G1_V$CVF_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G1_V$CVF_ml_0 and G1_V$CVF_.ml._1
## t = -1.9379, df = 15, p-value = 0.0717
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -565.66098 26.91098
## sample estimates:
## mean difference
## -269.375Comparaison médianes
wilcox.test(G1_V$CVF_ml_0,G1_V$CVF_.ml._1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G1_V$CVF_ml_0 and G1_V$CVF_.ml._1
## V = 34.5, p-value = 0.08788
## alternative hypothesis: true location shift is not equal to 0CVF à 1an
comparaison moyennes
t.test(G1_V$CVF_ml_0,G1_V$CVF_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G1_V$CVF_ml_0 and G1_V$CVF_.ml._2
## t = -0.045365, df = 9, p-value = 0.9648
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -559.5175 537.5175
## sample estimates:
## mean difference
## -11Comparaison médianes
wilcox.test(G1_V$CVF_ml_0,G1_V$CVF_.ml._2, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$CVF_ml_0 and G1_V$CVF_.ml._2
## V = 26, p-value = 0.9219
## alternative hypothesis: true location shift is not equal to 0CPT à 3 mois
comparaison moyennes
t.test(G1_V$CPT_ml_0,G1_V$CPT_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G1_V$CPT_ml_0 and G1_V$CPT_.ml._1
## t = 0.48658, df = 16, p-value = 0.6332
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -257.4832 410.8949
## sample estimates:
## mean difference
## 76.70588Comparaison médianes
wilcox.test(G1_V$CPT_ml_0,G1_V$CPT_.ml._1, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$CPT_ml_0 and G1_V$CPT_.ml._1
## V = 72, p-value = 0.8536
## alternative hypothesis: true location shift is not equal to 0CPT à 1 an
comparaison moyennes
t.test(G1_V$CPT_ml_0,G1_V$CPT_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G1_V$CPT_ml_0 and G1_V$CPT_.ml._2
## t = 0.3278, df = 10, p-value = 0.7498
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -386.8339 520.2884
## sample estimates:
## mean difference
## 66.72727Comparaison médianes
wilcox.test(G1_V$CPT_ml_0,G1_V$CPT_.ml._2, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G1_V$CPT_ml_0 and G1_V$CPT_.ml._2
## V = 35, p-value = 0.8984
## alternative hypothesis: true location shift is not equal to 0BODE à 3 mois
comparaison moyennes
t.test(G1_V$BODE_calcul_0,G1_V$BODE.calculé_1, paired = TRUE)##
## Paired t-test
##
## data: G1_V$BODE_calcul_0 and G1_V$BODE.calculé_1
## t = 2.3094, df = 12, p-value = 0.03952
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## 0.06959553 2.39194293
## sample estimates:
## mean difference
## 1.230769Comparaison médianes
wilcox.test(G1_V$BODE_calcul_0,G1_V$BODE.calculé_1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G1_V$BODE_calcul_0 and G1_V$BODE.calculé_1
## V = 74.5, p-value = 0.03564
## alternative hypothesis: true location shift is not equal to 0BODE à 1 an
comparaison moyennes
t.test(G1_V$BODE_calcul_0,G1_V$calcul.bode_2, paired = TRUE)##
## Paired t-test
##
## data: G1_V$BODE_calcul_0 and G1_V$calcul.bode_2
## t = 1.5667, df = 7, p-value = 0.1612
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -0.5729665 2.8229665
## sample estimates:
## mean difference
## 1.125Comparaison médianes
wilcox.test(G1_V$BODE_calcul_0,G1_V$calcul.bode_2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G1_V$BODE_calcul_0 and G1_V$calcul.bode_2
## V = 17, p-value = 0.2021
## alternative hypothesis: true location shift is not equal to 02eme groupe
VEMS à 3 mois
comparaison moyennes
t.test(G2_V$VEMS._mL_0,G2_V$VEMS_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G2_V$VEMS._mL_0 and G2_V$VEMS_.ml._1
## t = -4.5992, df = 32, p-value = 6.345e-05
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -235.23467 -90.82594
## sample estimates:
## mean difference
## -163.0303comparaison médianes
wilcox.test(G2_V$VEMS._mL_0,G2_V$VEMS_.ml._1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$VEMS._mL_0 and G2_V$VEMS_.ml._1
## V = 78.5, p-value = 0.0003165
## alternative hypothesis: true location shift is not equal to 0VEMS à 1 an
comparaison moyennes
t.test(G2_V$VEMS._mL_0,G2_V$VEMS_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G2_V$VEMS._mL_0 and G2_V$VEMS_.ml._2
## t = -3.9212, df = 17, p-value = 0.0011
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -205.07355 -61.59311
## sample estimates:
## mean difference
## -133.3333Comparaison médianes
wilcox.test(G2_V$VEMS._mL_0,G2_V$VEMS_.ml._2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$VEMS._mL_0 and G2_V$VEMS_.ml._2
## V = 18.5, p-value = 0.003717
## alternative hypothesis: true location shift is not equal to 0TM6 à 3 mois
comparaison moyennes
t.test(G2_V$TM6_.m._0,G2_V$TM6_.m._1, paired = TRUE)##
## Paired t-test
##
## data: G2_V$TM6_.m._0 and G2_V$TM6_.m._1
## t = -2.2543, df = 24, p-value = 0.03358
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -103.055881 -4.544119
## sample estimates:
## mean difference
## -53.8Comparaison médianes
wilcox.test(G2_V$TM6_.m._0,G2_V$TM6_.m._1, paired = TRUE)##
## Wilcoxon signed rank exact test
##
## data: G2_V$TM6_.m._0 and G2_V$TM6_.m._1
## V = 70, p-value = 0.01145
## alternative hypothesis: true location shift is not equal to 0TM6 à 1 an
comparaison moyennes
t.test(G2_V$TM6_.m._0,G2_V$TM6_.m._2, paired = TRUE)##
## Paired t-test
##
## data: G2_V$TM6_.m._0 and G2_V$TM6_.m._2
## t = -1.2102, df = 12, p-value = 0.2495
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -104.90853 29.98545
## sample estimates:
## mean difference
## -37.46154Comparaison médianes
wilcox.test(G2_V$TM6_.m._0,G2_V$TM6_.m._2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$TM6_.m._0 and G2_V$TM6_.m._2
## V = 23.5, p-value = 0.2391
## alternative hypothesis: true location shift is not equal to 0VR à 3 mois
comparaison moyennes
t.test(G2_V$VR_ml_0,G2_V$VR..ml._1, paired = TRUE)##
## Paired t-test
##
## data: G2_V$VR_ml_0 and G2_V$VR..ml._1
## t = 7.2956, df = 32, p-value = 2.717e-08
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## 676.8955 1201.2863
## sample estimates:
## mean difference
## 939.0909Comparaison médianes
wilcox.test(G2_V$VR_ml_0,G2_V$VR..ml._1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$VR_ml_0 and G2_V$VR..ml._1
## V = 521, p-value = 1.615e-06
## alternative hypothesis: true location shift is not equal to 0VR à 1 an
comparaison moyennes
t.test(G2_V$VR_ml_0,G2_V$VR_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G2_V$VR_ml_0 and G2_V$VR_.ml._2
## t = 3.9275, df = 16, p-value = 0.001202
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## 347.0795 1161.1558
## sample estimates:
## mean difference
## 754.1176Comparaison médianes
wilcox.test(G2_V$VR_ml_0,G2_V$VR_.ml._2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$VR_ml_0 and G2_V$VR_.ml._2
## V = 122, p-value = 0.00566
## alternative hypothesis: true location shift is not equal to 0CVF à 3 mois
comparaison moyennes
t.test(G2_V$CVF_ml_0,G2_V$CVF_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G2_V$CVF_ml_0 and G2_V$CVF_.ml._1
## t = -4.1456, df = 30, p-value = 0.0002555
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -643.2293 -218.6416
## sample estimates:
## mean difference
## -430.9355Comparaison médianes
wilcox.test(G2_V$CVF_ml_0,G2_V$CVF_.ml._1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$CVF_ml_0 and G2_V$CVF_.ml._1
## V = 75, p-value = 0.0007234
## alternative hypothesis: true location shift is not equal to 0CVF à 1an
comparaison moyennes
t.test(G2_V$CVF_ml_0,G2_V$CVF_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G2_V$CVF_ml_0 and G2_V$CVF_.ml._2
## t = -3.5355, df = 16, p-value = 0.00275
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## -602.1118 -150.7117
## sample estimates:
## mean difference
## -376.4118Comparaison médianes
wilcox.test(G2_V$CVF_ml_0,G2_V$CVF_.ml._2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$CVF_ml_0 and G2_V$CVF_.ml._2
## V = 15.5, p-value = 0.004179
## alternative hypothesis: true location shift is not equal to 0CPT à 3 mois
comparaison moyennes
t.test(G2_V$CPT_ml_0,G2_V$CPT_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G2_V$CPT_ml_0 and G2_V$CPT_.ml._1
## t = 4.4335, df = 32, p-value = 0.0001022
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## 224.2669 605.4906
## sample estimates:
## mean difference
## 414.8788Comparaison médianes
wilcox.test(G2_V$CPT_ml_0,G2_V$CPT_.ml._1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$CPT_ml_0 and G2_V$CPT_.ml._1
## V = 476, p-value = 0.0004927
## alternative hypothesis: true location shift is not equal to 0CPT à 1 an
comparaison moyennes
t.test(G2_V$CPT_ml_0,G2_V$CPT_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G2_V$CPT_ml_0 and G2_V$CPT_.ml._2
## t = 2.1756, df = 16, p-value = 0.04492
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## 8.543208 658.633262
## sample estimates:
## mean difference
## 333.5882Comparaison médianes
wilcox.test(G2_V$CPT_ml_0,G2_V$CPT_.ml._2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$CPT_ml_0 and G2_V$CPT_.ml._2
## V = 114, p-value = 0.07982
## alternative hypothesis: true location shift is not equal to 0BODE à 3 mois
comparaison moyennes
t.test(G2_V$BODE_calcul_0,G2_V$BODE.calculé_1, paired = TRUE)##
## Paired t-test
##
## data: G2_V$BODE_calcul_0 and G2_V$BODE.calculé_1
## t = 6.8016, df = 23, p-value = 6.164e-07
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## 1.333730 2.499603
## sample estimates:
## mean difference
## 1.916667Comparaison médianes
wilcox.test(G2_V$BODE_calcul_0,G2_V$BODE.calculé_1, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$BODE_calcul_0 and G2_V$BODE.calculé_1
## V = 264.5, p-value = 0.0001036
## alternative hypothesis: true location shift is not equal to 0BODE à 1 an
comparaison moyennes
t.test(G2_V$BODE_calcul_0,G2_V$calcul.bode_2, paired = TRUE)##
## Paired t-test
##
## data: G2_V$BODE_calcul_0 and G2_V$calcul.bode_2
## t = 4.0959, df = 12, p-value = 0.001483
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
## 0.8641017 2.8282060
## sample estimates:
## mean difference
## 1.846154Comparaison médianes
wilcox.test(G2_V$BODE_calcul_0,G2_V$calcul.bode_2, paired = TRUE)##
## Wilcoxon signed rank test with continuity correction
##
## data: G2_V$BODE_calcul_0 and G2_V$calcul.bode_2
## V = 84.5, p-value = 0.006185
## alternative hypothesis: true location shift is not equal to 0Calculs supplementaires
Comparaisons sur population totale de l’étude
Patients traités Vs patients non traités
Visualisation des données
VEMS
library(ggplot2)
ggplot(Descriptif_total_V2, aes(y=Descriptif_total_V2$VEMS._mL_0, x=Pose_valves, colour=Pose_valves, fill=Pose_valves))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(VEMS._mL_0~Pose_valves,data=Descriptif_total_V2, conf=0.95, digits=5)## Pose_valves n Mean Conf.level Trad.lower Trad.upper
## 1 Non 135 NA 0.95 NA NA
## 2 Oui 56 841.07 0.95 779.91 902.23shapiro.test(Descriptif_total_V2$VEMS._mL_0[Descriptif_total_V2$Pose_valves=="Non"])##
## Shapiro-Wilk normality test
##
## data: Descriptif_total_V2$VEMS._mL_0[Descriptif_total_V2$Pose_valves == "Non"]
## W = 0.89579, p-value = 1.325e-07shapiro.test(Descriptif_total_V2$VEMS._mL_0[Descriptif_total_V2$Pose_valves=="Oui"])##
## Shapiro-Wilk normality test
##
## data: Descriptif_total_V2$VEMS._mL_0[Descriptif_total_V2$Pose_valves == "Oui"]
## W = 0.96601, p-value = 0.1151La normalité étant rejetée pour les patients ayant eu un traitement par valve, un test de de Wilcoxon sra fait.
wilcox.test(Descriptif_total_V2$VEMS._mL_0 ~ Descriptif_total_V2$Pose_valves)##
## Wilcoxon rank sum test with continuity correction
##
## data: Descriptif_total_V2$VEMS._mL_0 by Descriptif_total_V2$Pose_valves
## W = 3861.5, p-value = 0.09029
## alternative hypothesis: true location shift is not equal to 0VR
library(ggplot2)
ggplot(Descriptif_total_V2, aes(y=Descriptif_total_V2$VR_ml_0, x=Pose_valves, colour=Pose_valves, fill=Pose_valves))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(VR_ml_0~Pose_valves,data=Descriptif_total_V2, conf=0.95, digits=5)## Pose_valves n Mean Conf.level Trad.lower Trad.upper
## 1 Non 135 NA 0.95 NA NA
## 2 Oui 56 5586.4 0.95 5280 5892.8shapiro.test(Descriptif_total_V2$VR_ml_0[Descriptif_total_V2$Pose_valves=="Non"])##
## Shapiro-Wilk normality test
##
## data: Descriptif_total_V2$VR_ml_0[Descriptif_total_V2$Pose_valves == "Non"]
## W = 0.98561, p-value = 0.3114shapiro.test(Descriptif_total_V2$VR_ml_0[Descriptif_total_V2$Pose_valves=="Oui"])##
## Shapiro-Wilk normality test
##
## data: Descriptif_total_V2$VR_ml_0[Descriptif_total_V2$Pose_valves == "Oui"]
## W = 0.97436, p-value = 0.2761La normalité étant acceptée pour les deux groupes, un t-test sera fait.
t.test(Descriptif_total_V2$VR_ml_0 ~ Descriptif_total_V2$Pose_valves)##
## Welch Two Sample t-test
##
## data: Descriptif_total_V2$VR_ml_0 by Descriptif_total_V2$Pose_valves
## t = -3.7291, df = 132.3, p-value = 0.0002839
## alternative hypothesis: true difference in means between group Non and group Oui is not equal to 0
## 95 percent confidence interval:
## -1164.8846 -357.4065
## sample estimates:
## mean in group Non mean in group Oui
## 4825.283 5586.429difference significative
CVF
library(ggplot2)
ggplot(Descriptif_total_V2, aes(y=Descriptif_total_V2$CVF_ml_0, x=Pose_valves, colour=Pose_valves, fill=Pose_valves))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(CVF_ml_0~Pose_valves,data=Descriptif_total_V2, conf=0.95, digits=5)## Pose_valves n Mean Conf.level Trad.lower Trad.upper
## 1 Non 135 NA 0.95 NA NA
## 2 Oui 56 NA 0.95 NA NAshapiro.test(Descriptif_total_V2$CVF_ml_0[Descriptif_total_V2$Pose_valves=="Non"])##
## Shapiro-Wilk normality test
##
## data: Descriptif_total_V2$CVF_ml_0[Descriptif_total_V2$Pose_valves == "Non"]
## W = 0.9494, p-value = 0.0003326shapiro.test(Descriptif_total_V2$CVF_ml_0[Descriptif_total_V2$Pose_valves=="Oui"])##
## Shapiro-Wilk normality test
##
## data: Descriptif_total_V2$CVF_ml_0[Descriptif_total_V2$Pose_valves == "Oui"]
## W = 0.97711, p-value = 0.3865La normalité nétant pas acceptée pour le groupe des patients non traité, un test de wilcoxon sera fait.
wilcox.test(Descriptif_total_V2$CVF_ml_0 ~ Descriptif_total_V2$Pose_valves)##
## Wilcoxon rank sum test with continuity correction
##
## data: Descriptif_total_V2$CVF_ml_0 by Descriptif_total_V2$Pose_valves
## W = 3435, p-value = 0.1571
## alternative hypothesis: true location shift is not equal to 0difference non significative
Patients traités G1 VS G2 données initiales
valves_total <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/valves_total.csv", stringsAsFactors=TRUE)Visualisation des données
VEMS_0
library(ggplot2)
ggplot(valves_total, aes(y=valves_total$VEMS._mL_0, x=Groupe, colour=Groupe, fill=Groupe))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(VEMS._mL_0~Groupe,data=valves_total, conf=0.95, digits=5)## Groupe n Mean Conf.level Trad.lower Trad.upper
## 1 Groupe_1 18 890.00 0.95 779.93 1000.10
## 2 Groupe_2 38 817.89 0.95 742.01 893.78shapiro.test(valves_total$VEMS._mL_0[Descriptif_total_V2$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: valves_total$VEMS._mL_0[Descriptif_total_V2$Groupe == "Groupe_1"]
## W = 0.94725, p-value = 0.4474shapiro.test(valves_total$VEMS._mL_0[Descriptif_total_V2$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: valves_total$VEMS._mL_0[Descriptif_total_V2$Groupe == "Groupe_2"]
## W = 0.96996, p-value = 0.3588La normalité etant acceptée pour les deux groupes, un t-test sra fait.
t.test(valves_total$VEMS._mL_0 ~ valves_total$Groupe)##
## Welch Two Sample t-test
##
## data: valves_total$VEMS._mL_0 by valves_total$Groupe
## t = 1.1228, df = 34.793, p-value = 0.2692
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -58.29731 202.50784
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 890.0000 817.8947VR_0
library(ggplot2)
ggplot(valves_total, aes(y=valves_total$VR_ml_0, x=Groupe, colour=Groupe, fill=Groupe))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(VR_ml_0~Groupe,data=valves_total, conf=0.95, digits=5)## Groupe n Mean Conf.level Trad.lower Trad.upper
## 1 Groupe_1 18 5799.4 0.95 5213.4 6385.4
## 2 Groupe_2 38 5485.5 0.95 5114.3 5856.7shapiro.test(valves_total$VR_ml_0[Descriptif_total_V2$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: valves_total$VR_ml_0[Descriptif_total_V2$Groupe == "Groupe_1"]
## W = 0.94016, p-value = 0.3509shapiro.test(valves_total$VR_ml_0[Descriptif_total_V2$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: valves_total$VR_ml_0[Descriptif_total_V2$Groupe == "Groupe_2"]
## W = 0.98, p-value = 0.6895La normalité etant acceptée pour les deux groupes, un t-test sra fait.
t.test(valves_total$VR_ml_0~ valves_total$Groupe)##
## Welch Two Sample t-test
##
## data: valves_total$VR_ml_0 by valves_total$Groupe
## t = 0.94348, df = 32.207, p-value = 0.3525
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -363.6502 991.4864
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 5799.444 5485.526CVF_0
library(ggplot2)
ggplot(valves_total, aes(y=valves_total$CVF_ml_0, x=Groupe, colour=Groupe, fill=Groupe))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(CVF_ml_0~Groupe,data=valves_total, conf=0.95, digits=5)## Groupe n Mean Conf.level Trad.lower Trad.upper
## 1 Groupe_1 18 NA 0.95 NA NA
## 2 Groupe_2 38 NA 0.95 NA NAshapiro.test(valves_total$CVF_ml_0[Descriptif_total_V2$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: valves_total$CVF_ml_0[Descriptif_total_V2$Groupe == "Groupe_1"]
## W = 0.92078, p-value = 0.198shapiro.test(valves_total$CVF_ml_0[Descriptif_total_V2$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: valves_total$CVF_ml_0[Descriptif_total_V2$Groupe == "Groupe_2"]
## W = 0.98029, p-value = 0.7139La normalité etant acceptée pour les deux groupes, un t-test sra fait.
t.test(valves_total$CVF_ml_0~ valves_total$Groupe)##
## Welch Two Sample t-test
##
## data: valves_total$CVF_ml_0 by valves_total$Groupe
## t = 1.2129, df = 30.829, p-value = 0.2344
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -150.6254 592.4156
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 2284.706 2063.811Patients traités G1 VS G2 évolution :
Gain VEMS 1
library(ggplot2)
ggplot(valves_total, aes(y=valves_total$Gain_VEMS_1, x=Groupe, colour=Groupe, fill=Groupe))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(Gain_VEMS_1~Groupe,data=valves_total, conf=0.95, digits=5)## Groupe n Mean Conf.level Trad.lower Trad.upper
## 1 Groupe_1 18 NA 0.95 NA NA
## 2 Groupe_2 38 NA 0.95 NA NAshapiro.test(valves_total$Gain_VEMS_1[Descriptif_total_V2$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: valves_total$Gain_VEMS_1[Descriptif_total_V2$Groupe == "Groupe_1"]
## W = 0.97958, p-value = 0.9666shapiro.test(valves_total$Gain_VEMS_1[Descriptif_total_V2$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: valves_total$Gain_VEMS_1[Descriptif_total_V2$Groupe == "Groupe_2"]
## W = 0.74743, p-value = 2.216e-06La normalité n’etant acceptée pour le groupe 2, un test de wilcoxon sera fait.
wilcox.test(valves_total$Gain_VEMS_1 ~ valves_total$Groupe)##
## Wilcoxon rank sum test with continuity correction
##
## data: valves_total$Gain_VEMS_1 by valves_total$Groupe
## W = 262, p-value = 0.7123
## alternative hypothesis: true location shift is not equal to 0Gain VEMS 2
library(ggplot2)
ggplot(valves_total, aes(y=valves_total$Gain_VEMS_2, x=Groupe, colour=Groupe, fill=Groupe))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(Gain_VEMS_2~Groupe,data=valves_total, conf=0.95, digits=5)## Groupe n Mean Conf.level Trad.lower Trad.upper
## 1 Groupe_1 18 NA 0.95 NA NA
## 2 Groupe_2 38 NA 0.95 NA NAshapiro.test(valves_total$Gain_VEMS_2[Descriptif_total_V2$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: valves_total$Gain_VEMS_2[Descriptif_total_V2$Groupe == "Groupe_1"]
## W = 0.89934, p-value = 0.1814shapiro.test(valves_total$Gain_VEMS_2[Descriptif_total_V2$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: valves_total$Gain_VEMS_2[Descriptif_total_V2$Groupe == "Groupe_2"]
## W = 0.85605, p-value = 0.00843La normalité n’etant acceptée pour le groupe 2, un test de wilcoxon sera fait.
wilcox.test(valves_total$Gain_VEMS_2 ~ valves_total$Groupe)##
## Wilcoxon rank sum test with continuity correction
##
## data: valves_total$Gain_VEMS_2 by valves_total$Groupe
## W = 95.5, p-value = 0.611
## alternative hypothesis: true location shift is not equal to 0Gain VR 1
library(ggplot2)
ggplot(valves_total, aes(y=valves_total$Gain_VR_1, x=Groupe, colour=Groupe, fill=Groupe))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(Gain_VR_1~Groupe,data=valves_total, conf=0.95, digits=5)## Groupe n Mean Conf.level Trad.lower Trad.upper
## 1 Groupe_1 18 NA 0.95 NA NA
## 2 Groupe_2 38 NA 0.95 NA NAshapiro.test(valves_total$Gain_VR_1[Descriptif_total_V2$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: valves_total$Gain_VR_1[Descriptif_total_V2$Groupe == "Groupe_1"]
## W = 0.94423, p-value = 0.4386shapiro.test(valves_total$Gain_VR_1[Descriptif_total_V2$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: valves_total$Gain_VR_1[Descriptif_total_V2$Groupe == "Groupe_2"]
## W = 0.98188, p-value = 0.8185La normalité etant acceptée pour les deux groupes, un t-test sera fait.
t.test(valves_total$Gain_VR_1~ valves_total$Groupe)##
## Welch Two Sample t-test
##
## data: valves_total$Gain_VR_1 by valves_total$Groupe
## t = 2.2747, df = 23.247, p-value = 0.03246
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## 62.82775 1316.53054
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## -249.4118 -939.0909Gain VR 2
library(ggplot2)
ggplot(valves_total, aes(y=valves_total$Gain_VR_2, x=Groupe, colour=Groupe, fill=Groupe))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(Gain_VR_2~Groupe,data=valves_total, conf=0.95, digits=5)## Groupe n Mean Conf.level Trad.lower Trad.upper
## 1 Groupe_1 18 NA 0.95 NA NA
## 2 Groupe_2 38 NA 0.95 NA NAshapiro.test(valves_total$Gain_VR_2[Descriptif_total_V2$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: valves_total$Gain_VR_2[Descriptif_total_V2$Groupe == "Groupe_1"]
## W = 0.95255, p-value = 0.6766shapiro.test(valves_total$Gain_VR_2[Descriptif_total_V2$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: valves_total$Gain_VR_2[Descriptif_total_V2$Groupe == "Groupe_2"]
## W = 0.86719, p-value = 0.01983La normalité n’étant pas acceptée pour le groupe 2, un test de wilcoxon sera fait.
wilcox.test(valves_total$Gain_VR_2~ valves_total$Groupe)##
## Wilcoxon rank sum test with continuity correction
##
## data: valves_total$Gain_VR_2 by valves_total$Groupe
## W = 120.5, p-value = 0.2124
## alternative hypothesis: true location shift is not equal to 0Gain CVF_1
library(ggplot2)
ggplot(valves_total, aes(y=valves_total$Gain_CVF_1, x=Groupe, colour=Groupe, fill=Groupe))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(Gain_CVF_1~Groupe,data=valves_total, conf=0.95, digits=5)## Groupe n Mean Conf.level Trad.lower Trad.upper
## 1 Groupe_1 18 NA 0.95 NA NA
## 2 Groupe_2 38 NA 0.95 NA NAshapiro.test(valves_total$Gain_CVF_1[Descriptif_total_V2$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: valves_total$Gain_CVF_1[Descriptif_total_V2$Groupe == "Groupe_1"]
## W = 0.9867, p-value = 0.9971shapiro.test(valves_total$Gain_CVF_1[Descriptif_total_V2$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: valves_total$Gain_CVF_1[Descriptif_total_V2$Groupe == "Groupe_2"]
## W = 0.94468, p-value = 0.07777La normalité etant acceptée pour les deux groupes, un t-test sra fait.
t.test(valves_total$Gain_CVF_1~ valves_total$Groupe)##
## Welch Two Sample t-test
##
## data: valves_total$Gain_CVF_1 by valves_total$Groupe
## t = -0.2723, df = 26.358, p-value = 0.7875
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -508.7462 389.6543
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 408.2353 467.7812Gain CVF_2
library(ggplot2)
ggplot(valves_total, aes(y=valves_total$Gain_CVF_2, x=Groupe, colour=Groupe, fill=Groupe))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(Gain_CVF_2~Groupe,data=valves_total, conf=0.95, digits=5)## Groupe n Mean Conf.level Trad.lower Trad.upper
## 1 Groupe_1 18 NA 0.95 NA NA
## 2 Groupe_2 38 NA 0.95 NA NAshapiro.test(valves_total$Gain_CVF_2[Descriptif_total_V2$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: valves_total$Gain_CVF_2[Descriptif_total_V2$Groupe == "Groupe_1"]
## W = 0.90773, p-value = 0.2292shapiro.test(valves_total$Gain_CVF_2[Descriptif_total_V2$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: valves_total$Gain_CVF_2[Descriptif_total_V2$Groupe == "Groupe_2"]
## W = 0.97464, p-value = 0.8934La normalité etant acceptée pour les deux groupes, un t-test sra fait.
t.test(valves_total$Gain_CVF_2~ valves_total$Groupe)##
## Welch Two Sample t-test
##
## data: valves_total$Gain_CVF_2 by valves_total$Groupe
## t = -0.58386, df = 12.776, p-value = 0.5695
## alternative hypothesis: true difference in means between group Groupe_1 and group Groupe_2 is not equal to 0
## 95 percent confidence interval:
## -843.1638 484.8857
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 197.2727 376.4118Patients non traités
NoValves_total <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/doc_08_08_22/NoValves_total.csv", stringsAsFactors=FALSE)Visualisation des données
VEMS_0
library(ggplot2)
ggplot(NoValves_total, aes(y=NoValves_total$VEMS._mL_0, x=Groupe, colour=Groupe, fill=Groupe))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(VEMS._mL_0~Groupe,data=NoValves_total, conf=0.95, digits=5)## Groupe n Mean Conf.level Trad.lower Trad.upper
## 1 Groupe_1 24 NA 0.95 NA NA
## 2 Groupe_2 111 NA 0.95 NA NAshapiro.test(NoValves_total$VEMS._mL_0[Descriptif_total_V2$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: NoValves_total$VEMS._mL_0[Descriptif_total_V2$Groupe == "Groupe_1"]
## W = 0.84271, p-value = 0.001031shapiro.test(NoValves_total$VEMS._mL_0[Descriptif_total_V2$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: NoValves_total$VEMS._mL_0[Descriptif_total_V2$Groupe == "Groupe_2"]
## W = 0.89941, p-value = 2.762e-06La normalité etant rejetée pour les deux groupes, un test de wilcoxon sera fait.
wilcox.test(NoValves_total$VEMS._mL_0 ~ NoValves_total$Groupe)##
## Wilcoxon rank sum test with continuity correction
##
## data: NoValves_total$VEMS._mL_0 by NoValves_total$Groupe
## W = 1276.5, p-value = 0.2466
## alternative hypothesis: true location shift is not equal to 0VR_0
library(ggplot2)
ggplot(NoValves_total, aes(y=NoValves_total$VR_ml_0, x=Groupe, colour=Groupe, fill=Groupe))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(VR_ml_0~Groupe,data=NoValves_total, conf=0.95, digits=5)## Groupe n Mean Conf.level Trad.lower Trad.upper
## 1 Groupe_1 24 NA 0.95 NA NA
## 2 Groupe_2 111 NA 0.95 NA NAshapiro.test(NoValves_total$VR_ml_0[Descriptif_total_V2$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: NoValves_total$VR_ml_0[Descriptif_total_V2$Groupe == "Groupe_1"]
## W = 0.97818, p-value = 0.8602shapiro.test(NoValves_total$VR_ml_0[Descriptif_total_V2$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: NoValves_total$VR_ml_0[Descriptif_total_V2$Groupe == "Groupe_2"]
## W = 0.97888, p-value = 0.1951La normalité etant rejetée pour les deux groupes, un test de wilcoxon sera fait.
wilcox.test(NoValves_total$VR_ml_0 ~ NoValves_total$Groupe)##
## Wilcoxon rank sum test with continuity correction
##
## data: NoValves_total$VR_ml_0 by NoValves_total$Groupe
## W = 1014.5, p-value = 0.6483
## alternative hypothesis: true location shift is not equal to 0CVF_0
library(ggplot2)
ggplot(NoValves_total, aes(y=NoValves_total$CVF_ml_0, x=Groupe, colour=Groupe, fill=Groupe))+
geom_jitter(height=0, width=0.25)+
geom_boxplot(alpha=0.5,notch=TRUE)
description
library(rcompanion)
groupwiseMean(CVF_ml_0~Groupe,data=NoValves_total, conf=0.95, digits=5)## Groupe n Mean Conf.level Trad.lower Trad.upper
## 1 Groupe_1 24 NA 0.95 NA NA
## 2 Groupe_2 111 NA 0.95 NA NAshapiro.test(NoValves_total$CVF_ml_0[Descriptif_total_V2$Groupe=="Groupe_1"])##
## Shapiro-Wilk normality test
##
## data: NoValves_total$CVF_ml_0[Descriptif_total_V2$Groupe == "Groupe_1"]
## W = 0.93017, p-value = 0.08768shapiro.test(NoValves_total$CVF_ml_0[Descriptif_total_V2$Groupe=="Groupe_2"])##
## Shapiro-Wilk normality test
##
## data: NoValves_total$CVF_ml_0[Descriptif_total_V2$Groupe == "Groupe_2"]
## W = 0.95008, p-value = 0.002097La normalité etant rejetée pour les deux groupes, un test de wilcoxon sera fait.
wilcox.test(NoValves_total$CVF_ml_0 ~ NoValves_total$Groupe)##
## Wilcoxon rank sum test with continuity correction
##
## data: NoValves_total$CVF_ml_0 by NoValves_total$Groupe
## W = 1186, p-value = 0.1522
## alternative hypothesis: true location shift is not equal to 0