library(Hmisc)
library(knitr)
library(rmarkdown)
library(markdown)
library(tidyverse)
library(car)
library(rcompanion)
library(tidyverse)
library(rstatix)
library(ggpubr)
library(car)
library(prettyR)Groupe_1 <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/Groupe_1/Groupe_1.csv", stringsAsFactors=TRUE)
G1<-Groupe_1by(G1,G1$Pose_valves, summary)## G1$Pose_valves: Non
## Groupe Date.consult.initiale age_Cs_initiale Sexe Adressé_par
## Groupe_1:24 16/05/2019: 2 Min. :46.38 F: 7 Hopital public:10
## 17/01/2019: 2 1st Qu.:54.90 H:17 Privé : 8
## 28/03/2019: 2 Median :63.29 Suivi CHUT : 3
## 04/06/2019: 1 Mean :62.25 Ville : 3
## 06/12/2017: 1 3rd Qu.:69.58
## 09/04/2019: 1 Max. :81.12
## (Other) :15
## Vu_en_Cs Vu_en_HDS Critères_AMM_remplis Pose_valves
## Non: 5 Non: 1 Non: 8 Non:24
## Oui:19 Oui:23 Oui:16 Oui: 0
##
##
##
##
##
## Raison_non.pose_1
## :0
## 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 :9
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse :3
## 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
## 4 Raison scissure perméable : StratX 1/ Chartis 2 :7
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 :2
##
## Raison_non.pose_2
## :12
## 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 : 4
## 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: 6
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 1
##
##
## Raison_non.pose_3
## :19
## 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 : 2
## 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: 1
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 1
##
##
## Raison_non.pose_4
## :23
## 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: 1
##
##
##
##
##
## Raison_clinique_1
## :13
## Raison clinique : Refus du patient : 1
## Raison clinique : Atcd chir : 2
## Raison clinique : Exacerbation : 3
## Raison clinique : peu symptomatique (mMRC trop elevé): 4
## Raison clinique :Tabac actif 2 : 1
##
## Raison.clinique_2 Raison.clinique_3
## :21 Mode:logical
## Raison clinique : Pas de rehab: 2 NA's:24
## Raison clinique : Exacerbation : 1
##
##
##
##
## Raison_paraclinique._EFR_1
## :19
## Raison paraclinique EFR : VEMS trop élevé: 3
## Raison paraclinique EFR :VR trop bas : 2
##
##
##
##
## Raison_paraclinique._EFR_2
## :22
## Raison paraclinique EFR :VR trop bas : 2
##
##
##
##
##
## Raison_paraclinique._Imagerie_1
## :14
## Raison paraclinique imagerie : bulle lobe ipsilatéral : 1
## Raison paraclinique imagerie : nodule suspect : 2
## Raison paraclinique imagerie : pas de cible TDM-scinti : 7
##
##
##
## Raison_paraclinique._Imagerie_2
## :23
## Raison paraclinique imagerie : pas de cible TDM-scinti : 1
##
##
##
##
##
## Raison_scissure_perméable
## :17
## Raison scissure perméable : Chartis : 7
##
##
##
##
##
## Raison_clinique_cardio
## :20
## Raison clinique cardio : Cardiopathie: 2
## Raison clinique cardio : HTAP : 2
##
##
##
##
## Antécédents Satut_Tabagique
## :18 actif : 2
## Antécédents : cancer pulmonaire ou nodule : 1 Non_fumeur: 1
## Antécédents : cardiopathie : 2 Sevré :21
## Antécédents : HTAP : 2
## Antécédents : pneumonie : 1
##
##
## Déficit_alpha taille poids BMI
## Non:23 Min. :1.510 Min. : 42.00 Min. :18.37
## Oui: 1 1st Qu.:1.640 1st Qu.: 59.00 1st Qu.:19.77
## Median :1.750 Median : 65.00 Median :22.34
## Mean :1.712 Mean : 67.57 Mean :22.94
## 3rd Qu.:1.790 3rd Qu.: 76.00 3rd Qu.:23.84
## Max. :1.840 Max. :109.00 Max. :40.04
## NA's :1 NA's :1 NA's :1
## Stade_BPCO_GOLD_VEMS Stade_BPCO_Gold._ABCD Exacerbateur..2an DDB
## Min. :2.000 A: 1 Non:16 Non:21
## 1st Qu.:3.000 B:15 Oui: 8 Oui: 3
## Median :3.000 C: 1
## Mean :3.167 D: 7
## 3rd Qu.:4.000
## Max. :4.000
##
## Score.MMRC_0 Distention.thoracique_VR.175 Emphysème_hétérogène_.scan
## Min. :1.000 Non: 4 Non: 7
## 1st Qu.:2.000 Oui:20 Oui:17
## Median :3.000
## Mean :2.739
## 3rd Qu.:3.000
## Max. :4.000
## NA's :1
## Ttt_BPCO_médicamenteux OLD Réhab_réalisée
## : 2 : 1 : 1
## Non: 3 Effort: 4 ACTIF : 3
## Oui:19 Non : 9 Apres dressage: 2
## Repos :10 Non : 1
## Oui :17
##
##
## Intervention_ttt_emphysème_préalable
## Non :23
## Oui : 1
## SEGMENTECTOMIE LSD POUR NDUL: 0
## SYMPHYSE G POUR PNO : 0
##
##
##
## Résultats.scanner.STRATX...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## 0 :6
## 1 :6
## 1_4 :5
## 2 :2
## 3 :2
## 4 :2
## (Other):1
## Résultats.StratX...sicissures.incomplètes..80.0..intermédiaires.80.95.1..étanches..95.2
## Min. :0.000
## 1st Qu.:1.000
## Median :1.000
## Mean :1.333
## 3rd Qu.:2.000
## Max. :2.000
## NA's :9
## Résultats.scinti...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## 0 :8
## 1_4 :6
## 1 :5
## :2
## 3 :2
## 5 :1
## (Other):0
## X..de.perfusion.du.lobe.traité Stratx...Homogène..15.0_Hétérogène.1
## :24 :9
## 01-avr : 0 Hètérogène:8
## 1 : 0 Homogène :7
## 1,4 : 0
## 13 : 0
## 14 : 0
## (Other): 0
## TM6_.m._0 TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0 BODE_calcul
## Min. :120.0 Min. :62.00 Min. : 1.000 Min. : 2.000
## 1st Qu.:276.8 1st Qu.:79.25 1st Qu.: 5.000 1st Qu.: 5.000
## Median :331.0 Median :83.50 Median : 7.000 Median : 5.000
## Mean :351.4 Mean :81.91 Mean : 6.614 Mean : 5.364
## 3rd Qu.:412.8 3rd Qu.:86.00 3rd Qu.: 8.375 3rd Qu.: 6.000
## Max. :585.0 Max. :95.00 Max. :10.000 Max. :10.000
## NA's :2 NA's :2 NA's :2 NA's :2
## ETT PaO2_AA.mmHg._0 PaCO2_.mmHg._0 VEMS._mL_0
## : 2 Min. :45.00 Min. :28.50 Min. : 430
## Autre anomalie: 3 1st Qu.:65.00 1st Qu.:35.35 1st Qu.: 750
## HTAP : 4 Median :67.50 Median :38.00 Median :1000
## Normale :15 Mean :68.01 Mean :38.49 Mean :1113
## 3rd Qu.:74.17 3rd Qu.:40.50 3rd Qu.:1290
## Max. :89.00 Max. :57.00 Max. :2360
## NA's :8 NA's :5 NA's :1
## VEMS_PCT_0 VR_ml_0 VR_PCT_0 CVF_ml_0
## Min. :19.00 Min. :1840 Min. : 73.0 Min. :1210
## 1st Qu.:29.00 1st Qu.:4200 1st Qu.:182.8 1st Qu.:1812
## Median :33.00 Median :4700 Median :222.5 Median :2695
## Mean :37.50 Mean :4905 Mean :227.4 Mean :2642
## 3rd Qu.:43.25 3rd Qu.:5900 3rd Qu.:253.8 3rd Qu.:3175
## Max. :70.00 Max. :7230 Max. :385.0 Max. :4480
## NA's :1 NA's :2
## CVF_PCT_0 CPT_ml_0 CPT_PCT_0 VR_CPT_0
## Min. : 37.50 Min. : 60 Min. : 87.0 Min. :35.00
## 1st Qu.: 65.00 1st Qu.: 6420 1st Qu.:116.0 1st Qu.:56.23
## Median : 72.00 Median : 7900 Median :133.0 Median :62.00
## Mean : 200.55 Mean : 7582 Mean :131.0 Mean :61.93
## 3rd Qu.: 88.75 3rd Qu.: 9050 3rd Qu.:144.8 3rd Qu.:66.75
## Max. :2860.00 Max. :11000 Max. :159.0 Max. :86.00
## NA's :2 NA's :1 NA's :2
## DLCO_PCT_0 Nbre_valves_posées Résultats_Chartis Lobe_choisi
## Min. :23.00 Min. :0 :19 :24
## 1st Qu.:29.00 1st Qu.:0 Complete : 0 LID : 0
## Median :32.00 Median :0 Incomplet: 5 LID_LIG: 0
## Mean :32.48 Mean :0 Non Fait : 0 LIG : 0
## 3rd Qu.:35.00 3rd Qu.:0 LM : 0
## Max. :45.00 Max. :0 LSD : 0
## NA's :3 (Other): 0
## Date.de.la.pose.de.la.valve.N.1 Complications.pose_0
## :24 :24
## 03/02/2021: 0 Exacerbation BPCO : 0
## 03/07/2019: 0 Autre : 0
## 05/06/2019: 0 Majoration dyspnée : 0
## 09/01/2019: 0
## 09/10/2019: 0
## (Other) : 0
## date.de.survenue.des.complications_0
## :24
## 01/08/2019: 0
## 03/08/2019: 0
## 11/01/2019: 0
##
##
##
## Délai.de.survenue.des.complications..jours.
## Min. : NA
## 1st Qu.: NA
## Median : NA
## Mean :NaN
## 3rd Qu.: NA
## Max. : NA
## NA's :24
## PEC.en.charge.des.complications_0...retrait.valve..drainage.
## :24
## aerosols : 0
## AEROSOLS, a la 2e pose du LID : 0
## Décompensation avec part cardiaque : furo atb ctc aerosols: 0
## EMBOLIE PULM : 0
## passage SI, salbu : 0
## USI, bronchodilat : 0
## Date.de.la.pose.de.valve.N.2 Complications.pose
## :24 :24
## 01/10/2019: 0 Exacerbation BPCO : 0
## 03/07/2019: 0 Autre : 0
## 04/09/2019: 0 Hémoptysie : 0
## 05/02/2019: 0 Majoration dyspnée : 0
## 05/11/2019: 0 Pneumonie : 0
## (Other) : 0 Pneumothorax : 0
## date.de.survenue.des.complications
## :24
## 01/10/2019: 0
## 07/04/2020: 0
## 07/10/2019: 0
## 09/02/2019: 0
## 25/07/2019: 0
## 29/06/2019: 0
## Délai.de.survenue.des.complications..jours._valve.2
## Min. : NA
## 1st Qu.: NA
## Median : NA
## Mean :NaN
## 3rd Qu.: NA
## Max. : NA
## NA's :24
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## :24
## aerosols : 0
## AEROSOLS 4SEM : 0
## ATB : 0
## DRAINAGE SI, RETRAIT D UNE VALVE, REPOSEE ENSUITE : 0
## FIEVRE, ATB PROLONGEE : 0
## (Other) : 0
## VEMS_.ml._1 VEMS_.PCT._1 Gain_VEMS_1 CVF_.ml._1 CVF_.PCT._1
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :24 NA's :24 NA's :24 NA's :24 NA's :24
## Gain_CVF_1 CPT_.ml._1 CPT_.PCT._1 Gain_CPT VR..ml._1
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :24 NA's :24 NA's :24 NA's :24 NA's :24
## VR..PCT._1 Gain_VR_1 TM6_.m._1 TM6_sat_.PCT._1 TM6_.score.borg._1
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :24 NA's :24 NA's :24 NA's :24 NA's :24
## Gain_TM6_1 mMRC_1 IMC_1 BODE.calculé_1
## Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :24 NA's :24 NA's :24 NA's :24
## Complications_a_distance_1 Complications_a_distance_2
## :24 :24
## Exacerbation BPCO : 0 Majoration dyspnée: 0
## Engluement valve : 0
## Majoration dyspnée : 0
##
##
##
## Prise_en_charge_complications_1
## :24
## 1 exa, en rehab // retrait valves : 0
## AEROSOLS DOMICILE : 0
## atb au domicile, multiples exacerbation chez un patient colo à achromo: 0
## consult : 0
## CTC ATB, PLUSIEURS EXA : 0
## (Other) : 0
## VEMS_.ml._2 VEMS_.PCT._2 Gain_VEMS_2 CVF_.ml._2 CVF_.PCT._2
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :24 NA's :24 NA's :24 NA's :24 NA's :24
## Gain_CVF_2 CPT_.ml._2 CPT_.PCT._2 Gain_CPT_2 VR_.ml._2
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :24 NA's :24 NA's :24 NA's :24 NA's :24
## VR_.PCT._2 Gain_VR_2 TM6_sat_.PCT._2 TM6_.m._2 TM6_.score.borg._2
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :24 NA's :24 NA's :24 NA's :24 NA's :24
## Calcul_BODE_TM6_2 Gain.TM6_2 mMRC_2 IMC_2 calcul.bode_2
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :24 NA's :24 NA's :24 NA's :24 NA's :24
## Complications_a_distance_1.1 Complications_a_distance_2.1 Retrait_valve
## :24 :24 :24
## Exacerbation BPCO : 0 Migration valve : 0 Non: 0
## Hémoptysie : 0 Oui: 0
##
##
##
##
## type_retrait delais_retrait_valve_mois
## :24 Min. : NA
## Non : 0 1st Qu.: NA
## retrait complet: 0 Median : NA
## retrait partiel: 0 Mean :NaN
## 3rd Qu.: NA
## Max. : NA
## NA's :24
## Raison.retrait.valves
## :24
## DEGRADATION RESPI SOUS VALVES, 3 restantes car CI AG : 0
## EFR et dyspnée inchangés : 0
## Hemopt et projet de greffe : 0
## PAS DE REDUCTION DE VOLUME ET D AMLIORATION FONCTIONNELLE: 0
##
##
## ------------------------------------------------------------
## G1$Pose_valves: Oui
## Groupe Date.consult.initiale age_Cs_initiale Sexe Adressé_par
## Groupe_1:18 04/10/2018:2 Min. :48.83 F: 4 Hopital public:6
## 20/09/2018:2 1st Qu.:54.64 H:14 Privé :3
## 28/03/2019:2 Median :58.57 Suivi CHUT :5
## 05/09/2017:1 Mean :60.78 Ville :4
## 07/02/2019:1 3rd Qu.:67.97
## 11/10/2018:1 Max. :71.58
## (Other) :9
## Vu_en_Cs Vu_en_HDS Critères_AMM_remplis Pose_valves
## Non: 0 Non: 4 Non: 4 Non: 0
## Oui:18 Oui:14 Oui:14 Oui:18
##
##
##
##
##
## Raison_non.pose_1
## :18
## 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 : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 0
## 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: 0
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 0
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 0
##
## Raison_non.pose_2
## :18
## 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 : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 0
## 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: 0
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 0
##
##
## Raison_non.pose_3
## :18
## 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 : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 0
## 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: 0
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 0
##
##
## Raison_non.pose_4
## :18
## 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: 0
##
##
##
##
##
## Raison_clinique_1
## :18
## Raison clinique : Refus du patient : 0
## Raison clinique : Atcd chir : 0
## Raison clinique : Exacerbation : 0
## Raison clinique : peu symptomatique (mMRC trop elevé): 0
## Raison clinique :Tabac actif 2 : 0
##
## Raison.clinique_2 Raison.clinique_3
## :18 Mode:logical
## Raison clinique : Pas de rehab: 0 NA's:18
## Raison clinique : Exacerbation : 0
##
##
##
##
## Raison_paraclinique._EFR_1
## :18
## Raison paraclinique EFR : VEMS trop élevé: 0
## Raison paraclinique EFR :VR trop bas : 0
##
##
##
##
## Raison_paraclinique._EFR_2
## :18
## Raison paraclinique EFR :VR trop bas : 0
##
##
##
##
##
## Raison_paraclinique._Imagerie_1
## :18
## Raison paraclinique imagerie : bulle lobe ipsilatéral : 0
## Raison paraclinique imagerie : nodule suspect : 0
## Raison paraclinique imagerie : pas de cible TDM-scinti : 0
##
##
##
## Raison_paraclinique._Imagerie_2
## :18
## Raison paraclinique imagerie : pas de cible TDM-scinti : 0
##
##
##
##
##
## Raison_scissure_perméable
## :18
## Raison scissure perméable : Chartis : 0
##
##
##
##
##
## Raison_clinique_cardio
## :18
## Raison clinique cardio : Cardiopathie: 0
## Raison clinique cardio : HTAP : 0
##
##
##
##
## Antécédents Satut_Tabagique
## :16 actif : 1
## Antécédents : cancer pulmonaire ou nodule : 0 Non_fumeur: 0
## Antécédents : cardiopathie : 2 Sevré :17
## Antécédents : HTAP : 0
## Antécédents : pneumonie : 0
##
##
## Déficit_alpha taille poids BMI
## Non:16 Min. :1.580 Min. :42.00 Min. :14.20
## 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 A: 0 Non:14 Non:17
## 1st Qu.:3.000 B:14 Oui: 4 Oui: 1
## Median :3.000 C: 0
## Mean :3.444 D: 4
## 3rd Qu.:4.000
## Max. :4.000
##
## Score.MMRC_0 Distention.thoracique_VR.175 Emphysème_hétérogène_.scan
## Min. :2 Non: 0 Non: 6
## 1st Qu.:3 Oui:18 Oui:12
## Median :3
## Mean :3
## 3rd Qu.:3
## Max. :4
##
## Ttt_BPCO_médicamenteux OLD Réhab_réalisée
## : 0 :0 : 0
## Non: 0 Effort:8 ACTIF : 0
## Oui:18 Non :5 Apres dressage: 2
## Repos :5 Non : 4
## Oui :12
##
##
## Intervention_ttt_emphysème_préalable
## Non :16
## Oui : 0
## SEGMENTECTOMIE LSD POUR NDUL: 1
## SYMPHYSE G POUR PNO : 1
##
##
##
## Résultats.scanner.STRATX...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## 4 :4
## 5 :4
## 1 :3
## 2 :2
## 3_5 :2
## 0 :1
## (Other):2
## Résultats.StratX...sicissures.incomplètes..80.0..intermédiaires.80.95.1..étanches..95.2
## Min. :1.000
## 1st Qu.:1.000
## Median :2.000
## Mean :1.667
## 3rd Qu.:2.000
## Max. :2.000
##
## Résultats.scinti...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## 1 :4
## 3_5 :3
## :2
## 1_4 :2
## 4 :2
## 5 :2
## (Other):3
## X..de.perfusion.du.lobe.traité Stratx...Homogène..15.0_Hétérogène.1
## :6 :0
## 18 :2 Hètérogène:9
## 01-avr :1 Homogène :9
## 1 :1
## 1,4 :1
## 13 :1
## (Other):6
## TM6_.m._0 TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0 BODE_calcul
## Min. :135.0 Min. :63.00 Min. :4.000 Min. :3.000
## 1st Qu.:258.0 1st Qu.:76.00 1st Qu.:7.000 1st Qu.:5.000
## Median :312.0 Median :82.00 Median :8.000 Median :5.000
## Mean :337.5 Mean :82.82 Mean :7.559 Mean :5.765
## 3rd Qu.:380.0 3rd Qu.:90.00 3rd Qu.:9.000 3rd Qu.:7.000
## Max. :546.0 Max. :95.00 Max. :9.000 Max. :9.000
## NA's :1 NA's :1 NA's :1 NA's :1
## ETT PaO2_AA.mmHg._0 PaCO2_.mmHg._0 VEMS._mL_0
## : 3 Min. :51.00 Min. :34.0 Min. : 530
## Autre anomalie: 0 1st Qu.:65.00 1st Qu.:37.5 1st Qu.: 800
## HTAP : 2 Median :68.00 Median :41.0 Median : 845
## Normale :13 Mean :69.52 Mean :40.3 Mean : 890
## 3rd Qu.:76.00 3rd Qu.:42.0 3rd Qu.:1000
## Max. :91.00 Max. :48.0 Max. :1470
## NA's :1 NA's :2
## VEMS_PCT_0 VR_ml_0 VR_PCT_0 CVF_ml_0 CVF_PCT_0
## Min. :19.90 Min. :3300 Min. :190.0 Min. :1230 Min. :38.00
## 1st Qu.:23.00 1st Qu.:4628 1st Qu.:231.5 1st Qu.:1730 1st Qu.:49.40
## Median :29.50 Median :5950 Median :240.0 Median :2240 Median :58.00
## Mean :29.24 Mean :5697 Mean :259.9 Mean :2285 Mean :61.33
## 3rd Qu.:35.75 3rd Qu.:6655 3rd Qu.:289.0 3rd Qu.:2730 3rd Qu.:73.28
## Max. :38.00 Max. :7870 Max. :400.0 Max. :3230 Max. :85.00
## NA's :1 NA's :2
## CPT_ml_0 CPT_PCT_0 VR_CPT_0 DLCO_PCT_0
## Min. : 5650 Min. :106.7 Min. :57.00 Min. :22.00
## 1st Qu.: 7600 1st Qu.:122.8 1st Qu.:63.00 1st Qu.:29.75
## Median : 8315 Median :133.0 Median :68.50 Median :33.00
## Mean : 8321 Mean :131.2 Mean :69.41 Mean :34.50
## 3rd Qu.: 9525 3rd Qu.:139.5 3rd Qu.:75.75 3rd Qu.:38.00
## Max. :10000 Max. :150.0 Max. :83.88 Max. :55.00
## NA's :2
## Nbre_valves_posées Résultats_Chartis Lobe_choisi
## Min. : 5.000 :1 LSG :6
## 1st Qu.: 5.250 Complete :8 LIG :4
## Median : 6.000 Incomplet:0 LSD :3
## Mean : 6.889 Non Fait :9 LSD LM :2
## 3rd Qu.: 7.750 LID :1
## Max. :15.000 LID_LIG:1
## (Other):1
## Date.de.la.pose.de.la.valve.N.1 Complications.pose_0
## 14/12/2018: 2 :12
## 30/07/2019: 2 Exacerbation BPCO : 4
## 03/02/2021: 1 Autre : 1
## 03/07/2019: 1 Majoration dyspnée : 1
## 05/06/2019: 1
## 09/01/2019: 1
## (Other) :10
## date.de.survenue.des.complications_0
## :15
## 01/08/2019: 1
## 03/08/2019: 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...retrait.valve..drainage.
## :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
## Date.de.la.pose.de.valve.N.2 Complications.pose
## 01/10/2019:2 :10
## 11/01/2019:2 Exacerbation BPCO : 3
## 23/07/2019:2 Autre : 1
## :1 Hémoptysie : 1
## 03/07/2019:1 Majoration dyspnée : 1
## 04/09/2019:1 Pneumonie : 1
## (Other) :9 Pneumothorax : 1
## date.de.survenue.des.complications
## :12
## 01/10/2019: 1
## 07/04/2020: 1
## 07/10/2019: 1
## 09/02/2019: 1
## 25/07/2019: 1
## 29/06/2019: 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 : -130.0 Median :329.0
## Mean :5609 Mean :239.5 Mean : -141.2 Mean :347.3
## 3rd Qu.:6400 3rd Qu.:262.0 3rd Qu.: 640.0 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. :-2910.00
## 1st Qu.: -610.00 1st Qu.:4175 1st Qu.:191 1st Qu.:-1135.00
## Median : 20.00 Median :5500 Median :245 Median : 90.00
## Mean : -66.73 Mean :5633 Mean :240 Mean : -64.55
## 3rd Qu.: 433.00 3rd Qu.:6610 3rd Qu.:282 3rd Qu.: 815.00
## Max. : 1060.00 Max. :8900 Max. :334 Max. : 2790.00
## 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 : 0
## Exacerbation BPCO : 5 Migration valve : 1 Non:14
## Hémoptysie : 1 Oui: 4
##
##
##
##
## type_retrait delais_retrait_valve_mois
## : 0 Min. : 5.17
## Non :14 1st Qu.: 7.54
## retrait complet: 3 Median :10.55
## retrait partiel: 1 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
##
## by(G1,G1$Pose_valves, Hmisc::describe)## G1$Pose_valves: Non
## data[x, , drop = FALSE]
##
## 122 Variables 24 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 24 0 1 Groupe_1
##
## Value Groupe_1
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Date.consult.initiale
## n missing distinct
## 24 0 21
##
## lowest : 04/06/2019 06/12/2017 09/04/2019 10/01/2019 10/04/2019
## highest: 27/06/2019 28/03/2019 28/05/2019 29/04/2019 30/11/2018
## --------------------------------------------------------------------------------
## 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
## --------------------------------------------------------------------------------
## 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
## --------------------------------------------------------------------------------
## Résultats.scanner.STRATX...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## n missing distinct
## 24 0 7
##
## lowest : 0 1 1_4 2 3 , highest: 1_4 2 3 4 5
##
## Value 0 1 1_4 2 3 4 5
## Frequency 6 6 5 2 2 2 1
## Proportion 0.250 0.250 0.208 0.083 0.083 0.083 0.042
## --------------------------------------------------------------------------------
## Résultats.StratX...sicissures.incomplètes..80.0..intermédiaires.80.95.1..étanches..95.2
## n missing distinct Info Mean Gmd
## 15 9 3 0.788 1.333 0.6476
##
## Value 0 1 2
## Frequency 1 8 6
## Proportion 0.067 0.533 0.400
## --------------------------------------------------------------------------------
## Résultats.scinti...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## n missing distinct
## 24 0 6
##
## lowest : 0 1 1_4 3 , highest: 0 1 1_4 3 5
##
## Value 0 1 1_4 3 5
## Frequency 2 8 5 6 2 1
## Proportion 0.083 0.333 0.208 0.250 0.083 0.042
## --------------------------------------------------------------------------------
## X..de.perfusion.du.lobe.traité
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## 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
## 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 2642 1152 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
## 22 2 17 0.997 200.5 272 47.25 52.20
## .25 .50 .75 .90 .95
## 65.00 72.00 88.75 96.60 102.70
##
## lowest : 37.5 47.0 52.0 54.0 60.0, highest: 89.0 93.0 97.0 103.0 2860.0
##
## Value 37.5 47.0 52.0 54.0 60.0 65.0 70.0 71.0 73.0
## Frequency 1 1 1 1 1 2 2 2 1
## Proportion 0.045 0.045 0.045 0.045 0.045 0.091 0.091 0.091 0.045
##
## Value 79.0 86.5 88.0 89.0 93.0 97.0 103.0 2860.0
## Frequency 1 1 2 1 2 1 1 1
## Proportion 0.045 0.045 0.091 0.045 0.091 0.045 0.045 0.045
## --------------------------------------------------------------------------------
## 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
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0...retrait.valve..drainage.
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.valve.N.2
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct value
## 24 0 1
##
## Value
## Frequency 24
## Proportion 1
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Raison.clinique_3
## [2] Délai.de.survenue.des.complications..jours.
## [3] Délai.de.survenue.des.complications..jours._valve.2
## [4] VEMS_.ml._1
## [5] VEMS_.PCT._1
## [6] Gain_VEMS_1
## [7] CVF_.ml._1
## [8] CVF_.PCT._1
## [9] Gain_CVF_1
## [10] CPT_.ml._1
## [11] CPT_.PCT._1
## [12] Gain_CPT
## [13] VR..ml._1
## [14] VR..PCT._1
## [15] Gain_VR_1
## [16] TM6_.m._1
## [17] TM6_sat_.PCT._1
## [18] TM6_.score.borg._1
## [19] Gain_TM6_1
## [20] mMRC_1
## [21] IMC_1
## [22] BODE.calculé_1
## [23] VEMS_.ml._2
## [24] VEMS_.PCT._2
## [25] Gain_VEMS_2
## [26] CVF_.ml._2
## [27] CVF_.PCT._2
## [28] Gain_CVF_2
## [29] CPT_.ml._2
## [30] CPT_.PCT._2
## [31] Gain_CPT_2
## [32] VR_.ml._2
## [33] VR_.PCT._2
## [34] Gain_VR_2
## [35] TM6_sat_.PCT._2
## [36] TM6_.m._2
## [37] TM6_.score.borg._2
## [38] Calcul_BODE_TM6_2
## [39] Gain.TM6_2
## [40] mMRC_2
## [41] IMC_2
## [42] calcul.bode_2
## [43] delais_retrait_valve_mois
## ------------------------------------------------------------
## G1$Pose_valves: Oui
## data[x, , drop = FALSE]
##
## 122 Variables 18 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 18 0 1 Groupe_1
##
## Value Groupe_1
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Date.consult.initiale
## n missing distinct
## 18 0 15
##
## lowest : 04/10/2018 05/09/2017 07/02/2019 11/10/2018 14/12/2018
## highest: 20/09/2018 26/09/2018 28/03/2019 29/11/2018 31/01/2019
##
## 04/10/2018 (2, 0.111), 05/09/2017 (1, 0.056), 07/02/2019 (1, 0.056), 11/10/2018
## (1, 0.056), 14/12/2018 (1, 0.056), 15/01/2019 (1, 0.056), 16/05/2019 (1,
## 0.056), 17/01/2019 (1, 0.056), 18/12/2018 (1, 0.056), 19/02/2019 (1, 0.056),
## 20/09/2018 (2, 0.111), 26/09/2018 (1, 0.056), 28/03/2019 (2, 0.111), 29/11/2018
## (1, 0.056), 31/01/2019 (1, 0.056)
## --------------------------------------------------------------------------------
## 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
## --------------------------------------------------------------------------------
## Raison_non.pose_1
## n missing distinct value
## 18 0 1
##
## Value
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_2
## n missing distinct value
## 18 0 1
##
## Value
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_3
## n missing distinct value
## 18 0 1
##
## Value
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_4
## n missing distinct value
## 18 0 1
##
## Value
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_clinique_1
## n missing distinct value
## 18 0 1
##
## Value
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Raison.clinique_2
## n missing distinct value
## 18 0 1
##
## Value
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_1
## n missing distinct value
## 18 0 1
##
## Value
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_2
## n missing distinct value
## 18 0 1
##
## Value
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_1
## n missing distinct value
## 18 0 1
##
## Value
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_2
## n missing distinct value
## 18 0 1
##
## Value
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_scissure_perméable
## n missing distinct value
## 18 0 1
##
## Value
## Frequency 18
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_clinique_cardio
## n missing distinct value
## 18 0 1
##
## Value
## 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
## --------------------------------------------------------------------------------
## Résultats.scanner.STRATX...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## n missing distinct
## 18 0 8
##
## lowest : 0 1 1_6 2 2_4, highest: 2 2_4 3_5 4 5
##
## Value 0 1 1_6 2 2_4 3_5 4 5
## Frequency 1 3 1 2 1 2 4 4
## Proportion 0.056 0.167 0.056 0.111 0.056 0.111 0.222 0.222
## --------------------------------------------------------------------------------
## Résultats.StratX...sicissures.incomplètes..80.0..intermédiaires.80.95.1..étanches..95.2
## n missing distinct Info Mean Gmd
## 18 0 2 0.669 1.667 0.4706
##
## Value 1 2
## Frequency 6 12
## Proportion 0.333 0.667
## --------------------------------------------------------------------------------
## Résultats.scinti...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## n missing distinct
## 18 0 9
##
## lowest : 0 1 1_4 1_5, highest: 1_5 2 3_5 4 5
##
## Value 0 1 1_4 1_5 2 3_5 4 5
## Frequency 2 1 4 2 1 1 3 2 2
## Proportion 0.111 0.056 0.222 0.111 0.056 0.056 0.167 0.111 0.111
## --------------------------------------------------------------------------------
## X..de.perfusion.du.lobe.traité
## n missing distinct
## 18 0 12
##
## lowest : 01-avr 1 1,4 13 , highest: 2 20 5 7 9
##
## Value 01-avr 1 1,4 13 14 18 2 20
## Frequency 6 1 1 1 1 1 2 1 1
## Proportion 0.333 0.056 0.056 0.056 0.056 0.056 0.111 0.056 0.056
##
## Value 5 7 9
## Frequency 1 1 1
## Proportion 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## 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
## 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 5697 1534 3852 3985
## .25 .50 .75 .90 .95
## 4628 5950 6655 7189 7547
##
## lowest : 3300 3950 4000 4180 4570, highest: 6700 6800 7060 7490 7870
##
## Value 3300 3950 4000 4180 4570 4800 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 7
##
## lowest : LID LID_LIG LIG LM LSD
## highest: LIG LM LSD LSD LM LSG
##
## Value LID LID_LIG LIG LM LSD LSD LM LSG
## Frequency 1 1 4 1 3 2 6
## Proportion 0.056 0.056 0.222 0.056 0.167 0.111 0.333
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct
## 18 0 16
##
## lowest : 03/02/2021 03/07/2019 05/06/2019 09/01/2019 09/10/2019
## highest: 25/06/2019 26/03/2019 27/02/2019 29/01/2019 30/07/2019
##
## 03/02/2021 (1, 0.056), 03/07/2019 (1, 0.056), 05/06/2019 (1, 0.056), 09/01/2019
## (1, 0.056), 09/10/2019 (1, 0.056), 11/09/2019 (1, 0.056), 12/06/2019 (1,
## 0.056), 13/02/2019 (1, 0.056), 14/05/2019 (1, 0.056), 14/12/2018 (2, 0.111),
## 21/06/2019 (1, 0.056), 25/06/2019 (1, 0.056), 26/03/2019 (1, 0.056), 27/02/2019
## (1, 0.056), 29/01/2019 (1, 0.056), 30/07/2019 (2, 0.111)
## --------------------------------------------------------------------------------
## 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...retrait.valve..drainage.
## 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
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.valve.N.2
## n missing distinct
## 18 0 15
##
## lowest : 01/10/2019 03/07/2019 04/09/2019 05/02/2019
## highest: 21/06/2019 23/07/2019 25/06/2019 26/03/2019 29/10/2019
##
## (1, 0.056), 01/10/2019 (2, 0.111), 03/07/2019 (1, 0.056), 04/09/2019 (1,
## 0.056), 05/02/2019 (1, 0.056), 05/11/2019 (1, 0.056), 11/01/2019 (2, 0.111),
## 12/06/2019 (1, 0.056), 13/03/2019 (1, 0.056), 19/02/2020 (1, 0.056), 21/06/2019
## (1, 0.056), 23/07/2019 (2, 0.111), 25/06/2019 (1, 0.056), 26/03/2019 (1,
## 0.056), 29/10/2019 (1, 0.056)
## --------------------------------------------------------------------------------
## 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)
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct
## 18 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 12 1 1 1 1 1
## Proportion 0.667 0.056 0.056 0.056 0.056 0.056
##
## Value 29/06/2019
## Frequency 1
## Proportion 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 -141.2 1399 -1812 -1622
## .25 .50 .75 .90 .95
## -1110 -130 640 1220 1488
##
## lowest : -2380 -1670 -1590 -1430 -1110, highest: 640 1010 1120 1370 1960
##
## Value -2380 -1670 -1590 -1430 -1110 -360 -330 -160 -130 -60 300
## 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 420 640 1010 1120 1370 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 -64.55 1773 -2185 -1460
## .25 .50 .75 .90 .95
## -1135 90 815 900 1845
##
## lowest : -2910 -1460 -1300 -970 -180, highest: 700 780 850 900 2790
##
## Value -2910 -1460 -1300 -970 -180 90 700 780 850 900 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
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Raison.clinique_3G1_valves <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/Groupe_1/G1_valves.csv", stringsAsFactors=TRUE)t.test(G1_valves$VEMS._mL_0,G1_valves$VEMS_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G1_valves$VEMS._mL_0 and G1_valves$VEMS_.ml._1
## t = -1.8829, df = 16, p-value = 0.07802
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -465.18713 27.54008
## sample estimates:
## mean of the differences
## -218.8235t.test(G1_valves$VEMS._mL_0,G1_valves$VEMS_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G1_valves$VEMS._mL_0 and G1_valves$VEMS_.ml._2
## t = -0.83555, df = 11, p-value = 0.4212
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -284.6766 128.0100
## sample estimates:
## mean of the differences
## -78.33333t.test(G1_valves$TM6_.m._0,G1_valves$TM6_.m._1, paired = TRUE)##
## Paired t-test
##
## data: G1_valves$TM6_.m._0 and G1_valves$TM6_.m._1
## t = 0.038596, df = 12, p-value = 0.9698
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -51.18565 53.03180
## sample estimates:
## mean of the differences
## 0.9230769t.test(G1_valves$TM6_.m._0,G1_valves$TM6_.m._2, paired = TRUE)##
## Paired t-test
##
## data: G1_valves$TM6_.m._0 and G1_valves$TM6_.m._2
## t = -0.54759, df = 7, p-value = 0.601
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -103.70543 64.70543
## sample estimates:
## mean of the differences
## -19.5t.test(G1_valves$VR_ml_0,G1_valves$VR..ml._1, paired = TRUE)##
## Paired t-test
##
## data: G1_valves$VR_ml_0 and G1_valves$VR..ml._1
## t = 0.48684, df = 16, p-value = 0.633
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -473.5689 755.9218
## sample estimates:
## mean of the differences
## 141.1765t.test(G1_valves$VR_ml_0,G1_valves$VR_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G1_valves$VR_ml_0 and G1_valves$VR_.ml._2
## t = 0.13923, df = 10, p-value = 0.892
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -968.3875 1097.4784
## sample estimates:
## mean of the differences
## 64.54545t.test(G1_valves$CVF_ml_0,G1_valves$CVF_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G1_valves$CVF_ml_0 and G1_valves$CVF_.ml._1
## t = -1.9379, df = 15, p-value = 0.0717
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -565.66098 26.91098
## sample estimates:
## mean of the differences
## -269.375t.test(G1_valves$CVF_ml_0,G1_valves$CVF_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G1_valves$CVF_ml_0 and G1_valves$CVF_.ml._2
## t = -0.045365, df = 9, p-value = 0.9648
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -559.5175 537.5175
## sample estimates:
## mean of the differences
## -11t.test(G1_valves$CPT_ml_0,G1_valves$CPT_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G1_valves$CPT_ml_0 and G1_valves$CPT_.ml._1
## t = 0.48658, df = 16, p-value = 0.6332
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -257.4832 410.8949
## sample estimates:
## mean of the differences
## 76.70588t.test(G1_valves$CPT_ml_0,G1_valves$CPT_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G1_valves$CPT_ml_0 and G1_valves$CPT_.ml._2
## t = 0.3278, df = 10, p-value = 0.7498
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -386.8339 520.2884
## sample estimates:
## mean of the differences
## 66.72727Groupe_2 <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/Groupe_2/Groupe_2.csv", stringsAsFactors=TRUE)
G2<-Groupe_2by(G2,G2$Pose_valves, summary)## G2$Pose_valves: Non
## Groupe Date.consult.initiale age_Cs_initiale Sexe Adressé_par
## Groupe_2:60 13/02/2020: 2 Min. :44.71 F:21 Hopital public:14
## 18/02/2020: 2 1st Qu.:56.66 H:39 Privé :22
## 22/10/2020: 2 Median :62.50 Suivi CHUT :12
## 23/01/2020: 2 Mean :61.83 Ville :12
## 24/09/2020: 2 3rd Qu.:67.67
## 02/01/2020: 1 Max. :79.12
## (Other) :49
## Vu_en_Cs Vu_en_HDS Critères_AMM_remplis Pose_valves
## Non:10 : 1 Non:24 Non:60
## Oui:50 Non:18 Oui:36 Oui: 0
## Oui:41
##
##
##
##
## Raison_non.pose_1
## : 0
## 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 :27
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré : 1
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 5
## 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 5:17
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 8
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 2
## Raison_non.pose_2
## :24
## 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 :13
## 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: 6
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 3
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 3
##
## Raison_non.pose_3
## :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 : 4
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré : 1
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 6
## 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
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 1
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 1
## Raison_non.pose_4
## :58
## 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: 1
##
##
##
##
## Raison_clinique_1
## :30
## Raison clinique : Exacerbation :13
## Raison clinique : Pas de rehab : 4
## Raison clinique : peu symptomatique (mMRC trop elevé): 4
## Raison clinique : Refus du patient : 3
## Raison clinique : Atcd chir : 2
## (Other) : 4
## Raison.clinique_2
## :51
## Raison clinique : Pas de rehab : 2
## Raison clinique : Refus du patient : 2
## Raison clinique : Exacerbation : 2
## Raison clinique : peu symptomatique (mMRC trop elevé): 2
## Raison clinique :Tabac actif 2 : 1
##
## Raison.clinique_3
## :59
## Raison clinique : AEG : 1
##
##
##
##
##
## Raison_paraclinique._EFR_1
## :42
## Raison paraclinique EFR : DLCO trop basse: 1
## Raison paraclinique EFR : TM6 trop altéré: 3
## Raison paraclinique EFR : VEMS trop bas : 1
## Raison paraclinique EFR : VEMS trop élevé: 5
## Raison paraclinique EFR :VR trop bas : 8
##
## Raison_paraclinique._EFR_2
## :54
## Raison paraclinique EFR : DLCO trop basse: 1
## Raison paraclinique EFR : TM6 trop altéré: 2
## Raison paraclinique EFR : VEMS trop élevé: 1
## Raison paraclinique EFR :VR trop bas : 2
##
##
## Raison_paraclinique._Imagerie_1
## :34
## Raison paraclinique imagerie : bulle lobe ipsilatéral : 2
## Raison paraclinique imagerie : nodule suspect : 2
## Raison paraclinique imagerie : pas de cible TDM : 8
## Raison paraclinique imagerie : pas de cible TDM-scinti :10
## Raison paraclinique imagerie :pas de cible scinti seule: 4
##
## Raison_paraclinique._Imagerie_2
## :58
## Raison paraclinique imagerie : nodule suspect: 2
##
##
##
##
##
## Raison_scissure_perméable
## :48
## 4 Raison scissure perméable : StratX 1/ Chartis 2: 1
## Raison scissure perméable : Chartis : 3
## Raison scissure perméable : StratX : 8
##
##
##
## Raison_clinique_cardio
## :54
## Raison clinique cardio : Cardiopathie: 1
## Raison clinique cardio : HTAP : 5
##
##
##
##
## Antécédents Satut_Tabagique
## :47 : 1
## Antécédents : cancer pulmonaire ou nodule : 1 actif : 3
## Antécédents : cardiopathie : 7 Non_fumeur: 1
## Antécédents : HTAP : 2 Sevré :55
## Antécédents : pneumonie : 3
##
##
## Déficit_alpha taille poids BMI
## : 1 Min. :1.500 Min. : 38.00 Min. :14.84
## Non:55 1st Qu.:1.637 1st Qu.: 57.00 1st Qu.:20.03
## Oui: 4 Median :1.690 Median : 69.00 Median :23.14
## Mean :1.692 Mean : 67.47 Mean :23.31
## 3rd Qu.:1.742 3rd Qu.: 74.25 3rd Qu.:25.97
## Max. :1.900 Max. :120.00 Max. :37.04
## NA's :4 NA's :4 NA's :3
## Stade_BPCO_GOLD_VEMS Stade_BPCO_Gold._ABCD Exacerbateur..2an DDB
## Min. :1.0 : 1 : 1 : 3
## 1st Qu.:3.0 A : 2 Non:40 Non:53
## Median :3.0 A OU B: 3 Oui:19 Oui: 4
## Mean :3.3 B :32
## 3rd Qu.:4.0 C : 1
## Max. :4.0 D :21
##
## Score.MMRC_0 Distention.thoracique_VR.175 Emphysème_hétérogène_.scan
## Min. :0.000 : 5 : 2
## 1st Qu.:2.000 Non: 7 Non:18
## Median :3.000 Oui:48 Oui:40
## Mean :2.796
## 3rd Qu.:3.000
## Max. :4.000
## NA's :6
## Ttt_BPCO_médicamenteux OLD Réhab_réalisée
## : 8 : 3 : 5
## Non : 4 Effort: 9 ACTIF : 4
## Oui :47 Non :20 Apres dressage: 1
## PAS D ANTICHOLINERGIQUE: 1 Repos :28 Non :12
## Oui :38
##
##
## Intervention_ttt_emphysème_préalable
## Non :58
## RESECTION APICALE SUR PNO: 1
## SYMPHYSE G POUR PNO : 1
##
##
##
##
## Résultats.scanner.STRATX...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## 0 :15
## 1_4 : 8
## 1 : 7
## : 6
## 4 : 6
## 3 : 5
## (Other):13
## Résultats.StratX...sicissures.incomplètes..80.0..intermédiaires.80.95.1..étanches..95.2
## Min. :0.000
## 1st Qu.:1.000
## Median :1.000
## Mean :1.359
## 3rd Qu.:2.000
## Max. :2.000
## NA's :21
## Résultats.scinti...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## 0 :18
## :17
## 1 : 7
## 5 : 6
## 1_4 : 4
## 2 : 2
## (Other): 6
## X..de.perfusion.du.lobe.traité Stratx...Homogène..15.0_Hétérogène.1
## Min. : 1.00 :21
## 1st Qu.: 3.00 Hètérogène:20
## Median : 9.50 Homogène :19
## Mean : 8.53
## 3rd Qu.:13.25
## Max. :17.00
## NA's :50
## TM6_.m._0 TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0 BODE_calcul
## Min. : 43.0 Min. :69.00 Min. : 0.000 Min. : 0.000
## 1st Qu.:159.0 1st Qu.:80.00 1st Qu.: 5.000 1st Qu.: 5.000
## Median :309.0 Median :85.00 Median : 7.000 Median : 6.000
## Mean :300.8 Mean :84.12 Mean : 6.478 Mean : 5.957
## 3rd Qu.:415.5 3rd Qu.:88.00 3rd Qu.: 8.000 3rd Qu.: 8.000
## Max. :650.0 Max. :95.00 Max. :10.000 Max. :10.000
## NA's :13 NA's :11 NA's :14 NA's :13
## ETT PaO2_AA.mmHg._0 PaCO2_.mmHg._0 VEMS._mL_0
## :15 Min. :35.00 Min. :28.70 Min. : 400.0
## Autre anomalie: 4 1st Qu.:61.00 1st Qu.:35.05 1st Qu.: 700.0
## HTAP :11 Median :67.00 Median :37.05 Median : 900.0
## Normale :30 Mean :66.05 Mean :38.76 Mean : 993.7
## 3rd Qu.:71.00 3rd Qu.:41.00 3rd Qu.:1200.0
## Max. :88.80 Max. :59.00 Max. :2400.0
## NA's :15 NA's :14 NA's :6
## VEMS_PCT_0 VR_ml_0 VR_PCT_0 CVF_ml_0 CVF_PCT_0
## Min. :13.00 Min. :1810 : 5 Min. : 950 Min. : 35.00
## 1st Qu.:26.75 1st Qu.:4125 183 : 3 1st Qu.:1730 1st Qu.: 56.00
## Median :32.50 Median :5070 244 : 3 Median :2160 Median : 68.00
## Mean :35.02 Mean :4948 250 : 3 Mean :2347 Mean : 68.76
## 3rd Qu.:42.00 3rd Qu.:5688 128 : 2 3rd Qu.:2900 3rd Qu.: 76.75
## Max. :92.00 Max. :7900 160 : 2 Max. :5000 Max. :123.00
## NA's :14 (Other):42 NA's :9 NA's :6
## CPT_ml_0 CPT_PCT_0 VR_CPT_0 DLCO_PCT_0
## Min. : 10 Min. : 69.0 Min. :36.00 Min. :17.00
## 1st Qu.: 6650 1st Qu.:117.0 1st Qu.:57.90 1st Qu.:26.50
## Median : 7400 Median :127.0 Median :64.00 Median :34.00
## Mean : 7423 Mean :128.9 Mean :63.82 Mean :34.22
## 3rd Qu.: 8695 3rd Qu.:140.0 3rd Qu.:71.50 3rd Qu.:41.00
## Max. :11000 Max. :179.0 Max. :81.00 Max. :60.00
## NA's :13 NA's :11 NA's :13 NA's :13
## Nbre_valves_posées Résultats_Chartis Lobe_choisi
## Min. :0 :59 :60
## 1st Qu.:0 Complete : 0 LID : 0
## Median :0 Incomplet: 1 LID_LIG: 0
## Mean :0 LIG : 0
## 3rd Qu.:0 LSD : 0
## Max. :0 LSD LM : 0
## NA's :1 (Other): 0
## Date.de.la.pose.de.la.valve.N.1 Complications.pose_0
## :60 :60
## 01/07/2020: 0 Exacerbation BPCO : 0
## 05/02/2020: 0 Autre : 0
## 07/10/2020: 0 Pneumonie : 0
## 08/01/2020: 0 Pneumothorax : 0
## 08/07/2020: 0
## (Other) : 0
## date.de.survenue.des.complications_0
## :60
## 08/09/2021: 0
## 18/02/2020: 0
## 19/09/2019: 0
## 24/08/2019: 0
## 29/01/2020: 0
##
## Délai.de.survenue.des.complications..jours.
## Min. : NA
## 1st Qu.: NA
## Median : NA
## Mean :NaN
## 3rd Qu.: NA
## Max. : NA
## NA's :60
## PEC.en.charge.des.complications_0...retrait.valve..drainage.
## :60
## AEROSOLS: 0
## ATB : 0
## ATB IV : 0
## Drainage: 0
## DRAINAGE: 0
## (Other) : 0
## Date.de.la.pose.de.valve.N.2 Complications.pose
## :60 :60
## 03/03/2020: 0 Exacerbation BPCO : 0
## 04/11/2020: 0 Mort : 0
## 06/07/2021: 0 Pneumothorax : 0
## 09/12/2020: 0
## 11/08/2020: 0
## (Other) : 0
## date.de.survenue.des.complications
## :60
## 09/12/2020: 0
## 16/06/2021: 0
## 18/09/2020: 0
##
##
##
## Délai.de.survenue.des.complications..jours._valve.2
## Min. : NA
## 1st Qu.: NA
## Median : NA
## Mean :NaN
## 3rd Qu.: NA
## Max. : NA
## NA's :60
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## :60
## AEROSOLS CTC : 0
## atb ctc : 0
## DECES SUR HEMOTHORAX POST PNO COMPRESSIF DRAINE, DRA POST EXTUB PUIS 1 MOIS DE SI : 0
## SURVEILLANCE : 0
##
##
## VEMS_.ml._1 VEMS_.PCT._1 Gain_VEMS_1 CVF_.ml._1 CVF_.PCT._1
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :60 NA's :60 NA's :60 NA's :60 NA's :60
## Gain_CVF_1 CPT_.ml._1 CPT_.PCT._1 Gain_CPT VR..ml._1
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :60 NA's :60 NA's :60 NA's :60 NA's :60
## VR..PCT._1 Gain_VR_1 TM6_.m._1 TM6_sat_.PCT._1 TM6_.score.borg._1
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :60 NA's :60 NA's :60 NA's :60 NA's :60
## Gain_TM6_1 mMRC_1 IMC_1 BODE.calculé_1
## Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :60 NA's :60 NA's :60 NA's :60
## Complications_a_distance_1 Complications_a_distance_2
## :60 :60
## Exacerbation BPCO : 0 Exacerbation BPCO : 0
## Douleurs thoraciques: 0 Engluement valve : 0
## Engluement valve : 0
## Majoration dyspnée : 0
## Pneumonie : 0
## Pneumothorax : 0
## Prise_en_charge_complications_1
## :60
## ABCES PULMONAIRE, RETENTIONNEL, RETRAIT 5 VALVES, DERNIERE VALVE NON RETROUVEE: 0
## COVID + INF PYO : 0
## CTC ATB pas hospit : 0
## DOLI ATB, TOUX : 0
## drainage, atb : 0
## (Other) : 0
## VEMS_.ml._2 VEMS_.PCT._2 Gain_VEMS_2 CVF_.ml._2 CVF_.PCT._2
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :60 NA's :60 NA's :60 NA's :60 NA's :60
## Gain_CVF_2 CPT_.ml._2 CPT_.PCT._2 Gain_CPT_2 VR_.ml._2
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :60 NA's :60 NA's :60 NA's :60 NA's :60
## VR_.PCT._2 Gain_VR_2 TM6_sat_.PCT._2 TM6_.m._2 TM6_.score.borg._2
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :60 NA's :60 NA's :60 NA's :60 NA's :60
## Calcul_BODE_TM6_2 Gain.TM6_2 mMRC_2 IMC_2 calcul.bode_2
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :60 NA's :60 NA's :60 NA's :60 NA's :60
## Complications_a_distance_1.1 Complications_a_distance_2.1 Retrait_valve
## :60 :60 :60
## Exacerbation BPCO : 0 Pneumothorax : 0 Non: 0
## Autre : 0 Oui: 0
## Majoration dyspnée : 0
## Pneumonie : 0
##
##
## type_retrait Date_retrait delais_retrait_valve_mois
## :60 :60 Min. : NA
## Non : 0 16/07/2020: 0 1st Qu.: NA
## retrait complet: 0 18/11/2021: 0 Median : NA
## retrait partiel: 0 22/11/2019: 0 Mean :NaN
## mars-21 : 0 3rd Qu.: NA
## Max. : NA
## NA's :60
## Raison.retrait.valves
## :60
## ABCES PULM 5/6 RETIREES : 0
## Infection lid et pno recid, mais degradation clinique au bilan à 1 an donc repose le 30/10/21: 0
## Innefficacité clinique, paraclinique et surinf bronchique à repet : 0
## MAJ DYSPNEE APRES 2E POSE : 0
## PAS D AMELIORATION CLINIQUE, PAS D ATELECTASIE,GRANDE SCISSURE PERMEABLE : 0
##
## ------------------------------------------------------------
## G2$Pose_valves: Oui
## Groupe Date.consult.initiale age_Cs_initiale Sexe Adressé_par
## Groupe_2:21 02/07/2019: 2 Min. :50.96 F:13 Hopital public:10
## 02/02/2020: 1 1st Qu.:57.53 H: 8 Privé : 4
## 03/09/2020: 1 Median :62.95 Suivi CHUT : 2
## 05/03/2020: 1 Mean :61.30 Ville : 5
## 05/07/2019: 1 3rd Qu.:64.10
## 06/09/2019: 1 Max. :69.91
## (Other) :14
## Vu_en_Cs Vu_en_HDS Critères_AMM_remplis Pose_valves
## Non: 5 : 0 Non: 2 Non: 0
## Oui:16 Non: 1 Oui:19 Oui:21
## Oui:20
##
##
##
##
## Raison_non.pose_1
## :21
## 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 : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 0
## 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: 0
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 0
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 0
## Raison_non.pose_2
## :21
## 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 : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 0
## 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: 0
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 0
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 0
##
## Raison_non.pose_3
## :21
## 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 : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 0
## 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: 0
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 0
## 5 Raison clinique cardio : HTAP 1/ Cardiopathie 2 : 0
## Raison_non.pose_4
## :21
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 0
## 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: 0
##
##
##
##
## Raison_clinique_1
## :21
## Raison clinique : Pas de rehab : 0
## Raison clinique : Refus du patient : 0
## Raison clinique : AEG : 0
## Raison clinique : Atcd chir : 0
## Raison clinique : Exacerbation : 0
## (Other) : 0
## Raison.clinique_2
## :21
## Raison clinique : Pas de rehab : 0
## Raison clinique : Refus du patient : 0
## Raison clinique : Exacerbation : 0
## Raison clinique : peu symptomatique (mMRC trop elevé): 0
## Raison clinique :Tabac actif 2 : 0
##
## Raison.clinique_3
## :21
## Raison clinique : AEG : 0
##
##
##
##
##
## Raison_paraclinique._EFR_1
## :21
## Raison paraclinique EFR : DLCO trop basse: 0
## Raison paraclinique EFR : TM6 trop altéré: 0
## Raison paraclinique EFR : VEMS trop bas : 0
## Raison paraclinique EFR : VEMS trop élevé: 0
## Raison paraclinique EFR :VR trop bas : 0
##
## Raison_paraclinique._EFR_2
## :21
## Raison paraclinique EFR : DLCO trop basse: 0
## Raison paraclinique EFR : TM6 trop altéré: 0
## Raison paraclinique EFR : VEMS trop élevé: 0
## Raison paraclinique EFR :VR trop bas : 0
##
##
## Raison_paraclinique._Imagerie_1
## :21
## Raison paraclinique imagerie : bulle lobe ipsilatéral : 0
## Raison paraclinique imagerie : nodule suspect : 0
## Raison paraclinique imagerie : pas de cible TDM : 0
## Raison paraclinique imagerie : pas de cible TDM-scinti : 0
## Raison paraclinique imagerie :pas de cible scinti seule: 0
##
## Raison_paraclinique._Imagerie_2
## :21
## Raison paraclinique imagerie : nodule suspect: 0
##
##
##
##
##
## Raison_scissure_perméable
## :21
## 4 Raison scissure perméable : StratX 1/ Chartis 2: 0
## Raison scissure perméable : Chartis : 0
## Raison scissure perméable : StratX : 0
##
##
##
## Raison_clinique_cardio
## :21
## Raison clinique cardio : Cardiopathie: 0
## Raison clinique cardio : HTAP : 0
##
##
##
##
## Antécédents Satut_Tabagique
## :20 : 0
## Antécédents : cancer pulmonaire ou nodule : 0 actif : 1
## Antécédents : cardiopathie : 0 Non_fumeur: 0
## Antécédents : HTAP : 0 Sevré :20
## Antécédents : pneumonie : 1
##
##
## Déficit_alpha taille poids BMI
## : 0 Min. :1.530 Min. :45.00 Min. :17.36
## Non:17 1st Qu.:1.580 1st Qu.:52.00 1st Qu.:20.07
## Oui: 4 Median :1.640 Median :63.00 Median :22.72
## Mean :1.653 Mean :63.55 Mean :23.14
## 3rd Qu.:1.700 3rd Qu.:73.00 3rd Qu.:24.97
## Max. :1.790 Max. :86.00 Max. :31.25
##
## Stade_BPCO_GOLD_VEMS Stade_BPCO_Gold._ABCD Exacerbateur..2an DDB
## Min. :3.000 : 0 : 0 : 0
## 1st Qu.:3.000 A : 0 Non:16 Non:21
## Median :3.000 A OU B: 0 Oui: 5 Oui: 0
## Mean :3.429 B :15
## 3rd Qu.:4.000 C : 0
## Max. :4.000 D : 6
##
## Score.MMRC_0 Distention.thoracique_VR.175 Emphysème_hétérogène_.scan
## Min. :2.000 : 0 : 0
## 1st Qu.:2.000 Non: 0 Non: 5
## Median :3.000 Oui:21 Oui:16
## Mean :2.857
## 3rd Qu.:3.000
## Max. :4.000
##
## Ttt_BPCO_médicamenteux OLD Réhab_réalisée
## : 0 :0 : 0
## Non : 0 Effort:9 ACTIF : 0
## Oui :21 Non :3 Apres dressage: 1
## PAS D ANTICHOLINERGIQUE: 0 Repos :9 Non : 4
## Oui :16
##
##
## Intervention_ttt_emphysème_préalable
## Non :21
## RESECTION APICALE SUR PNO: 0
## SYMPHYSE G POUR PNO : 0
##
##
##
##
## Résultats.scanner.STRATX...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## 1 :7
## 1_4 :4
## 5 :4
## 3_5 :3
## 4 :2
## 2 :1
## (Other):0
## Résultats.StratX...sicissures.incomplètes..80.0..intermédiaires.80.95.1..étanches..95.2
## Min. :1.000
## 1st Qu.:1.000
## Median :2.000
## Mean :1.667
## 3rd Qu.:2.000
## Max. :2.000
##
## Résultats.scinti...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## 1_4 :6
## 5 :5
## 3_5 :3
## 2 :2
## 2_4 :2
## 1 :1
## (Other):2
## X..de.perfusion.du.lobe.traité Stratx...Homogène..15.0_Hétérogène.1
## Min. : 1.00 : 1
## 1st Qu.: 9.00 Hètérogène:14
## Median :12.00 Homogène : 6
## Mean :13.04
## 3rd Qu.:17.00
## Max. :31.00
## NA's :2
## TM6_.m._0 TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0 BODE_calcul
## Min. :177 Min. :72.00 Min. : 3.000 Min. :3.000
## 1st Qu.:280 1st Qu.:78.00 1st Qu.: 5.000 1st Qu.:4.000
## Median :342 Median :82.00 Median : 7.000 Median :6.000
## Mean :354 Mean :81.86 Mean : 6.762 Mean :5.619
## 3rd Qu.:450 3rd Qu.:84.00 3rd Qu.: 8.000 3rd Qu.:6.000
## Max. :568 Max. :92.00 Max. :10.000 Max. :9.000
##
## ETT PaO2_AA.mmHg._0 PaCO2_.mmHg._0 VEMS._mL_0
## : 1 Min. :57.00 Min. :30.40 Min. : 550.0
## Autre anomalie: 1 1st Qu.:64.00 1st Qu.:37.15 1st Qu.: 700.0
## HTAP : 4 Median :69.50 Median :41.40 Median : 810.0
## Normale :15 Mean :68.28 Mean :39.94 Mean : 836.7
## 3rd Qu.:72.05 3rd Qu.:43.00 3rd Qu.: 910.0
## Max. :77.70 Max. :47.00 Max. :1500.0
## NA's :1 NA's :1
## VEMS_PCT_0 VR_ml_0 VR_PCT_0 CVF_ml_0 CVF_PCT_0
## Min. :20.00 Min. :3300 245 : 2 Min. :1350 Min. :34.0
## 1st Qu.:29.00 1st Qu.:4700 259 : 2 1st Qu.:1580 1st Qu.:55.5
## Median :32.50 Median :5300 270 : 2 Median :1810 Median :67.0
## Mean :33.23 Mean :5373 289 : 2 Mean :2057 Mean :66.4
## 3rd Qu.:39.70 3rd Qu.:6100 192 : 1 3rd Qu.:2400 3rd Qu.:78.0
## Max. :47.00 Max. :7500 206 : 1 Max. :3600 Max. :95.0
## (Other):11
## CPT_ml_0 CPT_PCT_0 VR_CPT_0 DLCO_PCT_0
## Min. :5400 Min. :120.0 Min. :54.00 Min. :18.00
## 1st Qu.:6990 1st Qu.:130.0 1st Qu.:63.00 1st Qu.:28.25
## Median :7600 Median :144.0 Median :68.00 Median :35.00
## Mean :7780 Mean :141.6 Mean :68.93 Mean :33.64
## 3rd Qu.:8660 3rd Qu.:151.0 3rd Qu.:75.00 3rd Qu.:39.25
## Max. :9500 Max. :167.0 Max. :81.00 Max. :50.00
## NA's :1
## Nbre_valves_posées Résultats_Chartis Lobe_choisi
## Min. : 3.00 : 1 LSD :8
## 1st Qu.: 4.00 Complete :19 LIG :5
## Median : 5.00 Incomplet: 1 LSG :3
## Mean : 5.81 LID :2
## 3rd Qu.: 8.00 LID_LIG:1
## Max. :12.00 LSD LM :1
## (Other):1
## Date.de.la.pose.de.la.valve.N.1 Complications.pose_0
## 24/03/2021: 2 :14
## 01/07/2020: 1 Exacerbation BPCO : 3
## 05/02/2020: 1 Autre : 1
## 07/10/2020: 1 Pneumonie : 1
## 08/01/2020: 1 Pneumothorax : 2
## 08/07/2020: 1
## (Other) :14
## date.de.survenue.des.complications_0
## :16
## 08/09/2021: 1
## 18/02/2020: 1
## 19/09/2019: 1
## 24/08/2019: 1
## 29/01/2020: 1
##
## Délai.de.survenue.des.complications..jours.
## Min. : 0.000
## 1st Qu.: 0.000
## Median : 1.000
## Mean : 5.714
## 3rd Qu.: 2.500
## Max. :34.000
## NA's :14
## PEC.en.charge.des.complications_0...retrait.valve..drainage.
## :14
## AEROSOLS: 1
## ATB : 1
## ATB IV : 1
## Drainage: 1
## DRAINAGE: 1
## (Other) : 2
## Date.de.la.pose.de.valve.N.2 Complications.pose
## : 3 :17
## 03/03/2020: 1 Exacerbation BPCO : 2
## 04/11/2020: 1 Mort : 1
## 06/07/2021: 1 Pneumothorax : 1
## 09/12/2020: 1
## 11/08/2020: 1
## (Other) :13
## date.de.survenue.des.complications
## :18
## 09/12/2020: 1
## 16/06/2021: 1
## 18/09/2020: 1
##
##
##
## Délai.de.survenue.des.complications..jours._valve.2
## Min. : 0
## 1st Qu.:15
## Median :30
## Mean :20
## 3rd Qu.:30
## Max. :30
## NA's :18
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## :17
## AEROSOLS CTC : 1
## atb ctc : 1
## DECES SUR HEMOTHORAX POST PNO COMPRESSIF DRAINE, DRA POST EXTUB PUIS 1 MOIS DE SI : 1
## SURVEILLANCE : 1
##
##
## VEMS_.ml._1 VEMS_.PCT._1 Gain_VEMS_1 CVF_.ml._1
## Min. : 640 Min. :27.00 Min. :-150.0 Min. :1400
## 1st Qu.: 825 1st Qu.:33.00 1st Qu.: 110.0 1st Qu.:2065
## Median : 930 Median :42.00 Median : 250.0 Median :2300
## Mean :1051 Mean :42.26 Mean : 214.7 Mean :2471
## 3rd Qu.:1200 3rd Qu.:49.00 3rd Qu.: 320.0 3rd Qu.:2635
## Max. :1900 Max. :62.00 Max. : 500.0 Max. :5200
## NA's :2 NA's :2 NA's :2 NA's :2
## CVF_.PCT._1 Gain_CVF_1 CPT_.ml._1 CPT_.PCT._1
## Min. : 38.00 Min. :-440 Min. :5300 Min. :111.0
## 1st Qu.: 75.50 1st Qu.:-100 1st Qu.:6405 1st Qu.:126.0
## Median : 87.00 Median : 480 Median :6880 Median :136.0
## Mean : 84.84 Mean : 461 Mean :7208 Mean :134.7
## 3rd Qu.:100.00 3rd Qu.: 795 3rd Qu.:8015 3rd Qu.:142.0
## Max. :116.00 Max. :1760 Max. :9800 Max. :158.0
## NA's :2 NA's :2 NA's :2 NA's :2
## Gain_CPT VR..ml._1 VR..PCT._1 Gain_VR_1
## Min. :-1120.0 Min. :2620 Min. :137.0 Min. :-2620
## 1st Qu.: -955.0 1st Qu.:3575 1st Qu.:179.5 1st Qu.:-1285
## Median : -440.0 Median :4300 Median :198.0 Median :-1000
## Mean : -493.2 Mean :4281 Mean :208.5 Mean :-1063
## 3rd Qu.: -105.0 3rd Qu.:4810 3rd Qu.:233.5 3rd Qu.: -510
## Max. : 440.0 Max. :6890 Max. :313.0 Max. : 210
## NA's :2 NA's :2 NA's :2 NA's :2
## TM6_.m._1 TM6_sat_.PCT._1 TM6_.score.borg._1 Gain_TM6_1
## Min. :180.0 Min. :70.00 Min. :3.000 Min. :-230.00
## 1st Qu.:369.8 1st Qu.:79.25 1st Qu.:4.500 1st Qu.: -13.00
## Median :425.0 Median :83.50 Median :5.000 Median : 58.50
## Mean :426.0 Mean :81.61 Mean :5.333 Mean : 48.39
## 3rd Qu.:484.0 3rd Qu.:84.75 3rd Qu.:6.000 3rd Qu.: 89.75
## Max. :625.0 Max. :89.00 Max. :8.000 Max. : 442.00
## NA's :3 NA's :3 NA's :3 NA's :3
## mMRC_1 IMC_1 BODE.calculé_1
## Min. :1.000 Min. :17.00 Min. :1.000
## 1st Qu.:1.000 1st Qu.:20.75 1st Qu.:2.000
## Median :2.000 Median :22.70 Median :3.000
## Mean :1.889 Mean :22.99 Mean :3.556
## 3rd Qu.:3.000 3rd Qu.:25.00 3rd Qu.:4.750
## Max. :3.000 Max. :32.00 Max. :7.000
## NA's :3 NA's :2 NA's :3
## Complications_a_distance_1 Complications_a_distance_2
## :11 :18
## Exacerbation BPCO : 3 Exacerbation BPCO : 2
## Douleurs thoraciques: 2 Engluement valve : 1
## Engluement valve : 1
## Majoration dyspnée : 2
## Pneumonie : 1
## Pneumothorax : 1
## Prise_en_charge_complications_1
## :12
## ABCES PULMONAIRE, RETENTIONNEL, RETRAIT 5 VALVES, DERNIERE VALVE NON RETROUVEE: 1
## COVID + INF PYO : 1
## CTC ATB pas hospit : 1
## DOLI ATB, TOUX : 1
## drainage, atb : 1
## (Other) : 4
## VEMS_.ml._2 VEMS_.PCT._2 Gain_VEMS_2 CVF_.ml._2
## Min. : 490 Min. :18.00 Min. :-170.0 Min. :1480
## 1st Qu.: 825 1st Qu.:34.50 1st Qu.: 95.0 1st Qu.:1995
## Median : 940 Median :39.50 Median : 150.0 Median :2395
## Mean : 948 Mean :40.64 Mean : 138.7 Mean :2296
## 3rd Qu.:1125 3rd Qu.:52.75 3rd Qu.: 215.0 3rd Qu.:2612
## Max. :1350 Max. :59.00 Max. : 370.0 Max. :3060
## 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. : 41.00 Min. :-200.0 Min. :5150 Min. :117.0
## 1st Qu.: 78.00 1st Qu.: 202.5 1st Qu.:6355 1st Qu.:127.8
## Median : 85.50 Median : 399.5 Median :6710 Median :135.0
## Mean : 83.86 Mean : 440.6 Mean :7091 Mean :138.3
## 3rd Qu.:101.00 3rd Qu.: 692.5 3rd Qu.:7575 3rd Qu.:151.5
## Max. :108.00 Max. :1030.0 Max. :9430 Max. :163.0
## 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. :-1530.0 Min. :2860 Min. :159.0 Min. :-2120.0
## 1st Qu.: -712.5 1st Qu.:3225 1st Qu.:172.5 1st Qu.:-1525.0
## Median : -285.0 Median :4350 Median :202.0 Median : -820.0
## Mean : -420.0 Mean :4437 Mean :214.6 Mean : -854.3
## 3rd Qu.: -87.5 3rd Qu.:5202 3rd Qu.:251.2 3rd Qu.: -407.5
## Max. : 380.0 Max. :7100 Max. :307.0 Max. : 590.0
## 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. :69.00 Min. : 28.0 Min. :2.000 Min. :0.000
## 1st Qu.:80.75 1st Qu.:370.5 1st Qu.:7.000 1st Qu.:0.000
## Median :84.00 Median :460.5 Median :8.000 Median :0.000
## Mean :83.75 Mean :420.8 Mean :7.091 Mean :1.235
## 3rd Qu.:88.25 3rd Qu.:500.0 3rd Qu.:8.000 3rd Qu.:3.000
## Max. :92.00 Max. :660.0 Max. :9.000 Max. :3.000
## NA's :9 NA's :9 NA's :10 NA's :4
## Gain.TM6_2 mMRC_2 IMC_2 calcul.bode_2
## Min. :-155.00 Min. :1 Min. :17.00 Min. : 1.000
## 1st Qu.: -73.25 1st Qu.:1 1st Qu.:20.95 1st Qu.: 2.000
## Median : 65.00 Median :2 Median :23.70 Median : 2.500
## Mean : 40.50 Mean :2 Mean :23.85 Mean : 3.583
## 3rd Qu.: 134.25 3rd Qu.:3 3rd Qu.:25.75 3rd Qu.: 4.000
## Max. : 187.00 Max. :4 Max. :32.00 Max. :10.000
## NA's :9 NA's :8 NA's :6 NA's :9
## Complications_a_distance_1.1 Complications_a_distance_2.1 Retrait_valve
## :15 :20 : 0
## Exacerbation BPCO : 1 Pneumothorax : 1 Non:16
## Autre : 2 Oui: 5
## Majoration dyspnée : 1
## Pneumonie : 2
##
##
## type_retrait Date_retrait delais_retrait_valve_mois
## : 0 :16 Min. : 5.37
## Non :16 16/07/2020: 1 1st Qu.: 7.03
## retrait complet: 2 18/11/2021: 2 Median :13.37
## retrait partiel: 3 22/11/2019: 1 Mean :12.32
## mars-21 : 1 3rd Qu.:17.03
## Max. :18.80
## NA's :16
## Raison.retrait.valves
## :16
## ABCES PULM 5/6 RETIREES : 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
## PAS D AMELIORATION CLINIQUE, PAS D ATELECTASIE,GRANDE SCISSURE PERMEABLE : 1
## by(G2,G2$Pose_valves, Hmisc::describe)## G2$Pose_valves: Non
## data[x, , drop = FALSE]
##
## 123 Variables 60 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 60 0 1 Groupe_2
##
## Value Groupe_2
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Date.consult.initiale
## n missing distinct
## 60 0 55
##
## lowest : 02/01/2020 02/07/2019 03/12/2020 04/02/2020 05/07/2019
## highest: 29/10/2020 30/01/2020 30/06/2020 30/09/2019 30/12/2019
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 60 0 60 1 61.83 9.207 48.33 50.82
## .25 .50 .75 .90 .95
## 56.66 62.50 67.67 71.15 73.57
##
## lowest : 44.71 46.64 47.60 48.37 49.81, highest: 71.83 73.38 77.12 78.00 79.12
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 60 0 2
##
## Value F H
## Frequency 21 39
## Proportion 0.35 0.65
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 60 0 4
##
## Value Hopital public Privé Suivi CHUT Ville
## Frequency 14 22 12 12
## Proportion 0.233 0.367 0.200 0.200
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 60 0 2
##
## Value Non Oui
## Frequency 10 50
## Proportion 0.167 0.833
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 60 0 3
##
## Value Non Oui
## Frequency 1 18 41
## Proportion 0.017 0.300 0.683
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 60 0 2
##
## Value Non Oui
## Frequency 24 36
## Proportion 0.4 0.6
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 60 0 1 Non
##
## Value Non
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_1
## n missing distinct
## 60 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 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: 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré 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
## 60 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
## 60 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/ Peu symptomatique 8 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré 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: 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré 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
## 60 0 3
##
## --------------------------------------------------------------------------------
## Raison_clinique_1
## n missing distinct
## 60 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
## 60 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
## 60 0 2
##
## Value Raison clinique : AEG
## Frequency 59 1
## Proportion 0.983 0.017
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_1
## n missing distinct
## 60 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
## 60 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
## 60 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
## 60 0 2
##
## Value
## Frequency 58
## Proportion 0.967
##
## Value Raison paraclinique imagerie : nodule suspect
## Frequency 2
## Proportion 0.033
## --------------------------------------------------------------------------------
## Raison_scissure_perméable
## n missing distinct
## 60 0 4
##
## (48, 0.800), 4 Raison scissure perméable : StratX 1/ Chartis 2 (1, 0.017),
## Raison scissure perméable : Chartis (3, 0.050), Raison scissure perméable :
## StratX (8, 0.133)
## --------------------------------------------------------------------------------
## Raison_clinique_cardio
## n missing distinct
## 60 0 3
##
## (54, 0.900), Raison clinique cardio : Cardiopathie (1, 0.017), Raison clinique
## cardio : HTAP (5, 0.083)
## --------------------------------------------------------------------------------
## Antécédents
## n missing distinct
## 60 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
## 60 0 4
##
## Value actif Non_fumeur Sevré
## Frequency 1 3 1 55
## Proportion 0.017 0.050 0.017 0.917
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 60 0 3
##
## Value Non Oui
## Frequency 1 55 4
## Proportion 0.017 0.917 0.067
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 56 4 27 0.997 1.692 0.09153 1.580 1.595
## .25 .50 .75 .90 .95
## 1.637 1.690 1.742 1.800 1.803
##
## lowest : 1.50 1.54 1.58 1.59 1.60, highest: 1.79 1.80 1.81 1.84 1.90
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 56 4 35 0.998 67.47 18.53 43.00 44.05
## .25 .50 .75 .90 .95
## 57.00 69.00 74.25 84.50 92.50
##
## 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
## 57 3 55 1 23.31 5.647 15.58 16.54
## .25 .50 .75 .90 .95
## 20.03 23.14 25.97 28.85 32.25
##
## lowest : 14.84 15.41 15.44 15.62 15.92, highest: 31.22 31.92 33.59 35.15 37.04
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 60 0 4 0.814 3.3 0.7107
##
## Value 1 2 3 4
## Frequency 1 5 29 25
## Proportion 0.017 0.083 0.483 0.417
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 60 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 1 2 3 32 1 21
## Proportion 0.017 0.033 0.050 0.533 0.017 0.350
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 60 0 3
##
## Value Non Oui
## Frequency 1 40 19
## Proportion 0.017 0.667 0.317
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 60 0 3
##
## Value Non Oui
## Frequency 3 53 4
## Proportion 0.050 0.883 0.067
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 54 6 5 0.858 2.796 0.9637
##
## lowest : 0 1 2 3 4, highest: 0 1 2 3 4
##
## Value 0 1 2 3 4
## Frequency 1 4 11 27 11
## Proportion 0.019 0.074 0.204 0.500 0.204
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct
## 60 0 3
##
## Value Non Oui
## Frequency 5 7 48
## Proportion 0.083 0.117 0.800
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 60 0 3
##
## Value Non Oui
## Frequency 2 18 40
## Proportion 0.033 0.300 0.667
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct
## 60 0 4
##
## Value Non
## Frequency 8 4
## Proportion 0.133 0.067
##
## Value Oui PAS D ANTICHOLINERGIQUE
## Frequency 47 1
## Proportion 0.783 0.017
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 60 0 4
##
## Value Effort Non Repos
## Frequency 3 9 20 28
## Proportion 0.050 0.150 0.333 0.467
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 60 0 5
##
## lowest : ACTIF Apres dressage Non Oui
## highest: ACTIF Apres dressage Non Oui
##
## Value ACTIF Apres dressage Non
## Frequency 5 4 1 12
## Proportion 0.083 0.067 0.017 0.200
##
## Value Oui
## Frequency 38
## Proportion 0.633
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 60 0 3
##
## Value Non RESECTION APICALE SUR PNO
## Frequency 58 1
## Proportion 0.967 0.017
##
## Value SYMPHYSE G POUR PNO
## Frequency 1
## Proportion 0.017
## --------------------------------------------------------------------------------
## Résultats.scanner.STRATX...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## n missing distinct
## 60 0 11
##
## lowest : 0 1 1_2 1_2_4, highest: 2 3 3_5 4 5
##
## Value 0 1 1_2 1_2_4 1_4 2 3 3_5 4 5
## Frequency 6 15 7 1 1 8 3 5 3 6 5
## Proportion 0.100 0.250 0.117 0.017 0.017 0.133 0.050 0.083 0.050 0.100 0.083
## --------------------------------------------------------------------------------
## Résultats.StratX...sicissures.incomplètes..80.0..intermédiaires.80.95.1..étanches..95.2
## n missing distinct Info Mean Gmd
## 39 21 3 0.826 1.359 0.7422
##
## Value 0 1 2
## Frequency 5 15 19
## Proportion 0.128 0.385 0.487
## --------------------------------------------------------------------------------
## Résultats.scinti...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## n missing distinct
## 60 0 10
##
## lowest : 0 1 1_4 2 , highest: 2_4 3 3_5 4 5
##
## Value 0 1 1_4 2 2_4 3 3_5 4 5
## Frequency 17 18 7 4 2 1 1 2 2 6
## Proportion 0.283 0.300 0.117 0.067 0.033 0.017 0.017 0.033 0.033 0.100
## --------------------------------------------------------------------------------
## X..de.perfusion.du.lobe.traité
## n missing distinct Info Mean Gmd
## 10 50 9 0.994 8.53 6.864
##
## lowest : 1.0 1.3 2.0 6.0 9.0, highest: 9.0 10.0 11.0 14.0 17.0
##
## Value 1.0 1.3 2.0 6.0 9.0 10.0 11.0 14.0 17.0
## Frequency 1 1 1 1 1 1 1 2 1
## Proportion 0.1 0.1 0.1 0.1 0.1 0.1 0.1 0.2 0.1
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 60 0 3
##
## Value Hètérogène Homogène
## Frequency 21 20 19
## Proportion 0.350 0.333 0.317
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 47 13 42 0.999 300.8 184.5 60.0 81.0
## .25 .50 .75 .90 .95
## 159.0 309.0 415.5 501.0 543.5
##
## lowest : 43 45 60 95 108, highest: 510 540 545 590 650
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 49 11 22 0.996 84.12 7.19 73.8 75.8
## .25 .50 .75 .90 .95
## 80.0 85.0 88.0 92.0 93.6
##
## lowest : 69 72 73 75 76, highest: 91 92 93 94 95
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 46 14 14 0.984 6.478 2.516 3.00 3.75
## .25 .50 .75 .90 .95
## 5.00 7.00 8.00 9.00 9.00
##
## lowest : 0.0 2.0 3.0 3.5 4.0, highest: 7.0 8.0 8.5 9.0 10.0
##
## Value 0.0 2.0 3.0 3.5 4.0 5.0 5.5 6.0 6.5 7.0 8.0
## Frequency 1 1 2 1 5 4 1 4 2 6 10
## Proportion 0.022 0.022 0.043 0.022 0.109 0.087 0.022 0.087 0.043 0.130 0.217
##
## Value 8.5 9.0 10.0
## Frequency 2 5 2
## Proportion 0.043 0.109 0.043
## --------------------------------------------------------------------------------
## BODE_calcul
## n missing distinct Info Mean Gmd .05 .10
## 47 13 10 0.97 5.957 2.429 2.0 3.0
## .25 .50 .75 .90 .95
## 5.0 6.0 8.0 8.4 9.0
##
## lowest : 0 2 3 4 5, highest: 6 7 8 9 10
##
## Value 0 2 3 4 5 6 7 8 9 10
## Frequency 1 3 2 3 9 12 4 8 3 2
## Proportion 0.021 0.064 0.043 0.064 0.191 0.255 0.085 0.170 0.064 0.043
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 60 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 15 4 11 30
## Proportion 0.250 0.067 0.183 0.500
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 45 15 34 0.999 66.05 10.81 52.18 53.00
## .25 .50 .75 .90 .95
## 61.00 67.00 71.00 75.80 80.40
##
## lowest : 35.0 50.4 52.0 52.9 53.0, highest: 76.0 78.0 81.0 86.0 88.8
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 46 14 29 0.995 38.76 6.637 31.25 32.00
## .25 .50 .75 .90 .95
## 35.05 37.05 41.00 47.00 48.10
##
## lowest : 28.7 31.0 32.0 33.0 33.8, highest: 45.6 47.0 48.1 53.0 59.0
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 54 6 33 0.998 993.7 446.3 500 600
## .25 .50 .75 .90 .95
## 700 900 1200 1500 1800
##
## lowest : 400 450 500 590 600, highest: 1500 1590 1800 1880 2400
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 60 0 32 0.999 35.02 14.87 18.95 19.90
## .25 .50 .75 .90 .95
## 26.75 32.50 42.00 49.10 56.40
##
## lowest : 13 14 18 19 20, highest: 50 56 64 65 92
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 46 14 41 1 4948 1511 2502 3400
## .25 .50 .75 .90 .95
## 4125 5070 5688 6320 7055
##
## lowest : 1810 2060 2430 2720 3300, highest: 6400 6800 7140 7600 7900
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct
## 60 0 45
##
## lowest : >150 100 128 160 , highest: 360 374 391 86 94
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 51 9 42 1 2347 875.1 1415 1460
## .25 .50 .75 .90 .95
## 1730 2160 2900 3280 3705
##
## lowest : 950 1400 1410 1420 1430, highest: 3410 3700 3710 3750 5000
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 54 6 38 0.999 68.76 20.92 42.90 47.00
## .25 .50 .75 .90 .95
## 56.00 68.00 76.75 94.20 103.70
##
## lowest : 35 38 39 45 46, highest: 97 103 105 108 123
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 47 13 39 0.999 7423 1882 5048 5624
## .25 .50 .75 .90 .95
## 6650 7400 8695 9282 9658
##
## lowest : 10 4240 5000 5160 5600, highest: 9270 9300 9560 9700 11000
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 49 11 34 0.999 128.9 23.74 94.8 107.8
## .25 .50 .75 .90 .95
## 117.0 127.0 140.0 160.2 163.4
##
## lowest : 69 89 94 96 103, highest: 159 160 161 165 179
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 47 13 33 0.999 63.82 12.15 45.2 50.6
## .25 .50 .75 .90 .95
## 57.9 64.0 71.5 76.4 79.4
##
## lowest : 36 40 44 48 50, highest: 76 77 78 80 81
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 47 13 26 0.998 34.22 12.02 19.3 20.6
## .25 .50 .75 .90 .95
## 26.5 34.0 41.0 47.2 51.7
##
## lowest : 17 19 20 21 22, highest: 49 51 52 58 60
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd
## 59 1 1 0 0 0
##
## Value 0
## Frequency 59
## Proportion 1
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 60 0 2
##
## Value Incomplet
## Frequency 59 1
## Proportion 0.983 0.017
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0...retrait.valve..drainage.
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.valve.N.2
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Date_retrait
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct value
## 60 0 1
##
## Value
## Frequency 60
## Proportion 1
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Délai.de.survenue.des.complications..jours.
## [2] Délai.de.survenue.des.complications..jours._valve.2
## [3] VEMS_.ml._1
## [4] VEMS_.PCT._1
## [5] Gain_VEMS_1
## [6] CVF_.ml._1
## [7] CVF_.PCT._1
## [8] Gain_CVF_1
## [9] CPT_.ml._1
## [10] CPT_.PCT._1
## [11] Gain_CPT
## [12] VR..ml._1
## [13] VR..PCT._1
## [14] Gain_VR_1
## [15] TM6_.m._1
## [16] TM6_sat_.PCT._1
## [17] TM6_.score.borg._1
## [18] Gain_TM6_1
## [19] mMRC_1
## [20] IMC_1
## [21] BODE.calculé_1
## [22] VEMS_.ml._2
## [23] VEMS_.PCT._2
## [24] Gain_VEMS_2
## [25] CVF_.ml._2
## [26] CVF_.PCT._2
## [27] Gain_CVF_2
## [28] CPT_.ml._2
## [29] CPT_.PCT._2
## [30] Gain_CPT_2
## [31] VR_.ml._2
## [32] VR_.PCT._2
## [33] Gain_VR_2
## [34] TM6_sat_.PCT._2
## [35] TM6_.m._2
## [36] TM6_.score.borg._2
## [37] Calcul_BODE_TM6_2
## [38] Gain.TM6_2
## [39] mMRC_2
## [40] IMC_2
## [41] calcul.bode_2
## [42] delais_retrait_valve_mois
## ------------------------------------------------------------
## G2$Pose_valves: Oui
## data[x, , drop = FALSE]
##
## 123 Variables 21 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 21 0 1 Groupe_2
##
## Value Groupe_2
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Date.consult.initiale
## n missing distinct
## 21 0 20
##
## lowest : 02/02/2020 02/07/2019 03/09/2020 05/03/2020 05/07/2019
## highest: 22/11/2019 24/09/2020 30/01/2020 30/04/2020 31/10/2019
##
## 02/02/2020 (1, 0.048), 02/07/2019 (2, 0.095), 03/09/2020 (1, 0.048), 05/03/2020
## (1, 0.048), 05/07/2019 (1, 0.048), 06/09/2019 (1, 0.048), 11/06/2020 (1,
## 0.048), 12/11/2019 (1, 0.048), 12/12/2019 (1, 0.048), 13/02/2020 (1, 0.048),
## 15/09/2020 (1, 0.048), 17/09/2019 (1, 0.048), 17/10/2019 (1, 0.048), 21/10/2019
## (1, 0.048), 22/09/2020 (1, 0.048), 22/11/2019 (1, 0.048), 24/09/2020 (1,
## 0.048), 30/01/2020 (1, 0.048), 30/04/2020 (1, 0.048), 31/10/2019 (1, 0.048)
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 21 0 21 1 61.3 6.04 53.75 54.28
## .25 .50 .75 .90 .95
## 57.53 62.95 64.10 68.06 69.34
##
## lowest : 50.96 53.75 54.28 55.38 57.42, highest: 64.98 65.76 68.06 69.34 69.91
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 21 0 2
##
## Value F H
## Frequency 13 8
## Proportion 0.619 0.381
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 21 0 4
##
## Value Hopital public Privé Suivi CHUT Ville
## Frequency 10 4 2 5
## Proportion 0.476 0.190 0.095 0.238
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 21 0 2
##
## Value Non Oui
## Frequency 5 16
## Proportion 0.238 0.762
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 21 0 2
##
## Value Non Oui
## Frequency 1 20
## Proportion 0.048 0.952
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 21 0 2
##
## Value Non Oui
## Frequency 2 19
## Proportion 0.095 0.905
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 21 0 1 Oui
##
## Value Oui
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_1
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_2
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_3
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_4
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_clinique_1
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison.clinique_2
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison.clinique_3
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_1
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_2
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_1
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_2
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_scissure_perméable
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_clinique_cardio
## n missing distinct value
## 21 0 1
##
## Value
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Antécédents
## n missing distinct
## 21 0 2
##
## Value Antécédents : pneumonie
## Frequency 20 1
## Proportion 0.952 0.048
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 21 0 2
##
## Value actif Sevré
## Frequency 1 20
## Proportion 0.048 0.952
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 21 0 2
##
## Value Non Oui
## Frequency 17 4
## Proportion 0.81 0.19
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 21 0 14 0.995 1.653 0.09371 1.54 1.57
## .25 .50 .75 .90 .95
## 1.58 1.64 1.70 1.76 1.79
##
## lowest : 1.53 1.54 1.57 1.58 1.60, highest: 1.69 1.70 1.71 1.76 1.79
##
## Value 1.53 1.54 1.57 1.58 1.60 1.63 1.64 1.67 1.68 1.69 1.70
## Frequency 1 1 2 2 2 1 2 1 1 2 1
## Proportion 0.048 0.048 0.095 0.095 0.095 0.048 0.095 0.048 0.048 0.095 0.048
##
## Value 1.71 1.76 1.79
## Frequency 1 2 2
## Proportion 0.048 0.095 0.095
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 21 0 14 0.993 63.55 14.85 49 49
## .25 .50 .75 .90 .95
## 52 63 73 80 80
##
## lowest : 45 49 50 52 53, highest: 70 73 77 80 86
##
## Value 45.0 49.0 50.0 52.0 53.0 56.0 58.0 63.0 68.5 70.0 73.0
## Frequency 1 2 1 2 2 1 1 1 1 3 1
## Proportion 0.048 0.095 0.048 0.095 0.095 0.048 0.048 0.048 0.048 0.143 0.048
##
## Value 77.0 80.0 86.0
## Frequency 1 3 1
## Proportion 0.048 0.143 0.048
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 21 0 21 1 23.14 4.383 18.26 19.14
## .25 .50 .75 .90 .95
## 20.07 22.72 24.97 29.52 30.11
##
## lowest : 17.36 18.26 19.14 19.57 19.71, highest: 25.10 25.83 29.52 30.11 31.25
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 21 0 2 0.736 3.429 0.5143
##
## Value 3 4
## Frequency 12 9
## Proportion 0.571 0.429
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 21 0 2
##
## Value B D
## Frequency 15 6
## Proportion 0.714 0.286
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 21 0 2
##
## Value Non Oui
## Frequency 16 5
## Proportion 0.762 0.238
## --------------------------------------------------------------------------------
## DDB
## n missing distinct value
## 21 0 1 Non
##
## Value Non
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 21 0 3 0.789 2.857 0.6857
##
## Value 2 3 4
## Frequency 6 12 3
## Proportion 0.286 0.571 0.143
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct value
## 21 0 1 Oui
##
## Value Oui
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 21 0 2
##
## Value Non Oui
## Frequency 5 16
## Proportion 0.238 0.762
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct value
## 21 0 1 Oui
##
## Value Oui
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 21 0 3
##
## Value Effort Non Repos
## Frequency 9 3 9
## Proportion 0.429 0.143 0.429
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 21 0 3
##
## Value Apres dressage Non Oui
## Frequency 1 4 16
## Proportion 0.048 0.190 0.762
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct value
## 21 0 1 Non
##
## Value Non
## Frequency 21
## Proportion 1
## --------------------------------------------------------------------------------
## Résultats.scanner.STRATX...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## n missing distinct
## 21 0 6
##
## lowest : 1 1_4 2 3_5 4 , highest: 1_4 2 3_5 4 5
##
## Value 1 1_4 2 3_5 4 5
## Frequency 7 4 1 3 2 4
## Proportion 0.333 0.190 0.048 0.143 0.095 0.190
## --------------------------------------------------------------------------------
## Résultats.StratX...sicissures.incomplètes..80.0..intermédiaires.80.95.1..étanches..95.2
## n missing distinct Info Mean Gmd
## 21 0 2 0.668 1.667 0.4667
##
## Value 1 2
## Frequency 7 14
## Proportion 0.333 0.667
## --------------------------------------------------------------------------------
## Résultats.scinti...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## n missing distinct
## 21 0 8
##
## lowest : 1 1_4 2 2_4 3 , highest: 2_4 3 3_5 4 5
##
## Value 1 1_4 2 2_4 3 3_5 4 5
## Frequency 1 6 2 2 1 3 1 5
## Proportion 0.048 0.286 0.095 0.095 0.048 0.143 0.048 0.238
## --------------------------------------------------------------------------------
## X..de.perfusion.du.lobe.traité
## n missing distinct Info Mean Gmd .05 .10
## 19 2 15 0.995 13.04 7.828 5.05 5.90
## .25 .50 .75 .90 .95
## 9.00 12.00 17.00 20.50 23.35
##
## lowest : 1.0 5.5 6.0 7.0 8.0, highest: 17.0 18.0 20.0 22.5 31.0
##
## Value 1.0 5.5 6.0 7.0 8.0 10.0 10.7 12.0 13.0 16.0 17.0
## Frequency 1 1 1 1 1 3 1 1 2 1 2
## Proportion 0.053 0.053 0.053 0.053 0.053 0.158 0.053 0.053 0.105 0.053 0.105
##
## Value 18.0 20.0 22.5 31.0
## Frequency 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 21 0 3
##
## Value Hètérogène Homogène
## Frequency 1 14 6
## Proportion 0.048 0.667 0.286
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 21 0 18 0.998 354 137.8 180 183
## .25 .50 .75 .90 .95
## 280 342 450 488 554
##
## lowest : 177 180 183 216 273, highest: 450 470 488 554 568
##
## Value 177 180 183 216 273 280 294 300 308 342 380
## Frequency 1 1 1 1 1 1 1 2 1 1 1
## Proportion 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.095 0.048 0.048 0.048
##
## Value 401 410 450 470 488 554 568
## Frequency 1 2 2 1 1 1 1
## Proportion 0.048 0.095 0.095 0.048 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 21 0 15 0.995 81.86 6.495 74 76
## .25 .50 .75 .90 .95
## 78 82 84 91 91
##
## lowest : 72 74 76 77 78, highest: 84 85 89 91 92
##
## Value 72 74 76 77 78 79 80 81 82 83 84
## Frequency 1 1 2 1 1 2 1 1 1 3 2
## Proportion 0.048 0.048 0.095 0.048 0.048 0.095 0.048 0.048 0.048 0.143 0.095
##
## Value 85 89 91 92
## Frequency 1 1 2 1
## Proportion 0.048 0.048 0.095 0.048
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 21 0 10 0.98 6.762 2.376 4.0 5.0
## .25 .50 .75 .90 .95
## 5.0 7.0 8.0 9.5 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 7.0 8.0 9.0 9.5 10.0
## Frequency 1 1 5 1 2 3 3 2 1 2
## Proportion 0.048 0.048 0.238 0.048 0.095 0.143 0.143 0.095 0.048 0.095
## --------------------------------------------------------------------------------
## BODE_calcul
## n missing distinct Info Mean Gmd
## 21 0 7 0.956 5.619 1.781
##
## lowest : 3 4 5 6 7, highest: 5 6 7 8 9
##
## Value 3 4 5 6 7 8 9
## Frequency 1 5 4 6 2 2 1
## Proportion 0.048 0.238 0.190 0.286 0.095 0.095 0.048
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 21 0 4
##
## Value Autre anomalie HTAP Normale
## Frequency 1 1 4 15
## Proportion 0.048 0.048 0.190 0.714
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 20 1 15 0.995 68.28 6.381 60.80 61.00
## .25 .50 .75 .90 .95
## 64.00 69.50 72.05 74.00 74.19
##
## lowest : 57.0 61.0 61.2 63.4 64.2, highest: 71.0 71.6 73.4 74.0 77.7
##
## Value 57.0 61.0 61.2 63.4 64.2 65.0 68.0 69.0 69.5 70.0 71.0 71.6 73.4
## Frequency 1 2 1 1 1 1 1 1 2 1 2 1 1
## Proportion 0.05 0.10 0.05 0.05 0.05 0.05 0.05 0.05 0.10 0.05 0.10 0.05 0.05
##
## Value 74.0 77.7
## Frequency 3 1
## Proportion 0.15 0.05
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 20 1 15 0.995 39.94 5.033 31.07 34.61
## .25 .50 .75 .90 .95
## 37.15 41.40 43.00 44.55 45.10
##
## lowest : 30.4 31.1 35.0 37.0 37.2, highest: 43.0 43.2 44.5 45.0 47.0
##
## Value 30.4 31.1 35.0 37.0 37.2 38.0 39.5 41.0 41.8 42.0 43.0 43.2 44.5
## Frequency 1 1 1 2 1 2 1 1 1 2 3 1 1
## Proportion 0.05 0.05 0.05 0.10 0.05 0.10 0.05 0.05 0.05 0.10 0.15 0.05 0.05
##
## Value 45.0 47.0
## Frequency 1 1
## Proportion 0.05 0.05
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 21 0 15 0.995 836.7 229.8 600 600
## .25 .50 .75 .90 .95
## 700 810 910 1000 1100
##
## lowest : 550 600 700 740 750, highest: 910 990 1000 1100 1500
##
## Value 550 600 700 740 750 800 810 820 880 900 910
## Frequency 1 3 2 2 1 1 1 1 2 1 1
## Proportion 0.048 0.143 0.095 0.095 0.048 0.048 0.048 0.048 0.095 0.048 0.048
##
## Value 990 1000 1100 1500
## Frequency 1 2 1 1
## Proportion 0.048 0.095 0.048 0.048
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 21 0 17 0.997 33.23 9.17 21.0 23.0
## .25 .50 .75 .90 .95
## 29.0 32.5 39.7 44.0 46.0
##
## lowest : 20.0 21.0 23.0 26.0 27.6, highest: 39.7 42.0 44.0 46.0 47.0
##
## Value 20.0 21.0 23.0 26.0 27.6 29.0 30.0 32.0 32.5 33.0 34.0
## Frequency 1 1 1 1 1 2 2 1 1 1 1
## Proportion 0.048 0.048 0.048 0.048 0.048 0.095 0.095 0.048 0.048 0.048 0.048
##
## Value 35.0 39.7 42.0 44.0 46.0 47.0
## Frequency 2 1 2 1 1 1
## Proportion 0.095 0.048 0.095 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 21 0 18 0.997 5373 1152 4200 4300
## .25 .50 .75 .90 .95
## 4700 5300 6100 6680 6730
##
## lowest : 3300 4200 4300 4600 4700, highest: 6450 6600 6680 6730 7500
##
## Value 3300 4200 4300 4600 4700 4860 5160 5230 5300 5350 5370
## Frequency 1 1 1 1 3 1 1 1 1 1 1
## Proportion 0.048 0.048 0.048 0.048 0.143 0.048 0.048 0.048 0.048 0.048 0.048
##
## Value 5500 6100 6450 6600 6680 6730 7500
## Frequency 2 1 1 1 1 1 1
## Proportion 0.095 0.048 0.048 0.048 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct
## 21 0 17
##
## lowest : 192 206 213 219 236, highest: 277 289 304 324 327
##
## Value 192 206 213 219 236 239 245 251 257 259 266
## Frequency 1 1 1 1 1 1 2 1 1 2 1
## Proportion 0.048 0.048 0.048 0.048 0.048 0.048 0.095 0.048 0.048 0.095 0.048
##
## Value 270 277 289 304 324 327
## Frequency 2 1 2 1 1 1
## Proportion 0.095 0.048 0.095 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 21 0 20 0.999 2057 718 1380 1400
## .25 .50 .75 .90 .95
## 1580 1810 2400 2600 3440
##
## lowest : 1350 1380 1400 1500 1580, highest: 2500 2590 2600 3440 3600
##
## Value 1350 1380 1400 1500 1580 1590 1670 1680 1750 1810 2121
## Frequency 1 1 2 1 1 1 1 1 1 1 1
## Proportion 0.048 0.048 0.095 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048
##
## Value 2160 2320 2350 2400 2500 2590 2600 3440 3600
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 21 0 20 0.999 66.4 20.41 41.0 41.0
## .25 .50 .75 .90 .95
## 55.5 67.0 78.0 89.0 92.0
##
## lowest : 34.0 41.0 43.0 53.0 55.5, highest: 81.0 83.0 89.0 92.0 95.0
##
## Value 34.0 41.0 43.0 53.0 55.5 58.0 63.0 64.0 65.0 67.0 69.0
## Frequency 1 2 1 1 1 1 1 1 1 1 1
## Proportion 0.048 0.095 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048
##
## Value 71.0 75.0 77.0 78.0 81.0 83.0 89.0 92.0 95.0
## Frequency 1 1 1 1 1 1 1 1 1
## Proportion 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 21 0 21 1 7780 1274 6320 6720
## .25 .50 .75 .90 .95
## 6990 7600 8660 9200 9230
##
## lowest : 5400 6320 6720 6800 6870, highest: 8800 9050 9200 9230 9500
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 21 0 21 1 141.6 15.27 122 124
## .25 .50 .75 .90 .95
## 130 144 151 156 158
##
## lowest : 120 122 124 127 129, highest: 153 154 156 158 167
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 21 0 15 0.995 68.93 8.886 58.0 61.5
## .25 .50 .75 .90 .95
## 63.0 68.0 75.0 78.0 79.0
##
## lowest : 54.0 58.0 61.5 62.0 63.0, highest: 75.0 77.0 78.0 79.0 81.0
##
## Value 54.0 58.0 61.5 62.0 63.0 64.0 68.0 72.0 73.0 74.0 75.0
## Frequency 1 1 1 1 3 2 2 1 2 1 1
## Proportion 0.048 0.048 0.048 0.048 0.143 0.095 0.095 0.048 0.095 0.048 0.048
##
## Value 77.0 78.0 79.0 81.0
## Frequency 2 1 1 1
## Proportion 0.095 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 20 1 17 0.996 33.64 8.981 22.56 23.88
## .25 .50 .75 .90 .95
## 28.25 35.00 39.25 41.10 42.40
##
## lowest : 18.0 22.8 24.0 25.0 26.0, highest: 39.0 40.0 41.0 42.0 50.0
##
## Value 18.0 22.8 24.0 25.0 26.0 29.0 31.0 32.0 34.0 35.0 36.0 37.0 39.0
## Frequency 1 1 1 1 1 1 1 1 1 3 1 1 1
## Proportion 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.05 0.15 0.05 0.05 0.05
##
## Value 40.0 41.0 42.0 50.0
## Frequency 1 2 1 1
## Proportion 0.05 0.10 0.05 0.05
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd
## 21 0 8 0.952 5.81 2.876
##
## lowest : 3 4 5 6 8, highest: 6 8 9 11 12
##
## Value 3 4 5 6 8 9 11 12
## Frequency 3 7 1 4 3 1 1 1
## Proportion 0.143 0.333 0.048 0.190 0.143 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 21 0 3
##
## Value Complete Incomplet
## Frequency 1 19 1
## Proportion 0.048 0.905 0.048
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 21 0 7
##
## lowest : LID LID_LIG LIG LSD LSD LM
## highest: LIG LSD LSD LM LSD_LSG LSG
##
## Value LID LID_LIG LIG LSD LSD LM LSD_LSG LSG
## Frequency 2 1 5 8 1 1 3
## Proportion 0.095 0.048 0.238 0.381 0.048 0.048 0.143
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct
## 21 0 20
##
## lowest : 01/07/2020 05/02/2020 07/10/2020 08/01/2020 08/07/2020
## highest: 24/06/2020 26/05/2021 29/01/2020 30/07/2020 31/03/2021
##
## 01/07/2020 (1, 0.048), 05/02/2020 (1, 0.048), 07/10/2020 (1, 0.048), 08/01/2020
## (1, 0.048), 08/07/2020 (1, 0.048), 08/09/2021 (1, 0.048), 10/06/2020 (1,
## 0.048), 11/12/2019 (1, 0.048), 14/01/2020 (1, 0.048), 16/06/2021 (1, 0.048),
## 17/06/2020 (1, 0.048), 18/09/2019 (1, 0.048), 21/07/2020 (1, 0.048), 21/08/2019
## (1, 0.048), 24/03/2021 (2, 0.095), 24/06/2020 (1, 0.048), 26/05/2021 (1,
## 0.048), 29/01/2020 (1, 0.048), 30/07/2020 (1, 0.048), 31/03/2021 (1, 0.048)
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 21 0 5
##
## lowest : Exacerbation BPCO Autre Pneumonie Pneumothorax
## highest: Exacerbation BPCO Autre Pneumonie Pneumothorax
##
## Value Exacerbation BPCO Autre
## Frequency 14 3 1
## Proportion 0.667 0.143 0.048
##
## Value Pneumonie Pneumothorax
## Frequency 1 2
## Proportion 0.048 0.095
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct
## 21 0 6
##
## lowest : 08/09/2021 18/02/2020 19/09/2019 24/08/2019
## highest: 08/09/2021 18/02/2020 19/09/2019 24/08/2019 29/01/2020
##
## Value 08/09/2021 18/02/2020 19/09/2019 24/08/2019 29/01/2020
## Frequency 16 1 1 1 1 1
## Proportion 0.762 0.048 0.048 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 7 14 5 0.929 5.714 10.48
##
## lowest : 0 1 2 3 34, highest: 0 1 2 3 34
##
## Value 0 1 2 3 34
## Frequency 3 1 1 1 1
## Proportion 0.429 0.143 0.143 0.143 0.143
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0...retrait.valve..drainage.
## n missing distinct
## 21 0 8
##
## lowest : AEROSOLS ATB ATB IV Drainage
## highest: ATB IV Drainage DRAINAGE Inhalation durant fibro, atb TOUX + BRONHCORREE sans pnp, trt antipyo
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.valve.N.2
## n missing distinct
## 21 0 19
##
## lowest : 03/03/2020 04/11/2020 06/07/2021 09/12/2020
## highest: 21/07/2020 24/09/2019 25/08/2020 28/07/2020 non
##
## (3, 0.143), 03/03/2020 (1, 0.048), 04/11/2020 (1, 0.048), 06/07/2021 (1,
## 0.048), 09/12/2020 (1, 0.048), 11/08/2020 (1, 0.048), 14/01/2020 (1, 0.048),
## 14/01/2021 (1, 0.048), 16/05/2021 (1, 0.048), 16/10/2019 (1, 0.048), 17/07/2020
## (1, 0.048), 18/02/2020 (1, 0.048), 18/08/2020 (1, 0.048), 18/08/2021 (1,
## 0.048), 21/07/2020 (1, 0.048), 24/09/2019 (1, 0.048), 25/08/2020 (1, 0.048),
## 28/07/2020 (1, 0.048), non (1, 0.048)
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct
## 21 0 4
##
## Value Exacerbation BPCO Mort
## Frequency 17 2 1
## Proportion 0.810 0.095 0.048
##
## Value Pneumothorax
## Frequency 1
## Proportion 0.048
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct
## 21 0 4
##
## Value 09/12/2020 16/06/2021 18/09/2020
## Frequency 18 1 1 1
## Proportion 0.857 0.048 0.048 0.048
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 3 18 2 0.75 20 20
##
## Value 0 30
## Frequency 1 2
## Proportion 0.333 0.667
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct
## 21 0 5
##
## lowest : AEROSOLS CTC atb ctc DECES SUR HEMOTHORAX POST PNO COMPRESSIF DRAINE, DRA POST EXTUB PUIS 1 MOIS DE SI SURVEILLANCE
## highest: AEROSOLS CTC atb ctc DECES SUR HEMOTHORAX POST PNO COMPRESSIF DRAINE, DRA POST EXTUB PUIS 1 MOIS DE SI SURVEILLANCE
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 19 2 16 0.997 1051 353.9 703 726
## .25 .50 .75 .90 .95
## 825 930 1200 1420 1540
##
## lowest : 640 710 730 800 850, highest: 1200 1350 1400 1500 1900
##
## Value 640 710 730 800 850 880 900 910 930 1060 1100
## Frequency 1 1 1 2 1 1 1 1 1 1 2
## Proportion 0.053 0.053 0.053 0.105 0.053 0.053 0.053 0.053 0.053 0.053 0.105
##
## Value 1200 1350 1400 1500 1900
## Frequency 2 1 1 1 1
## Proportion 0.105 0.053 0.053 0.053 0.053
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 19 2 15 0.996 42.26 12.6 29.7 31.6
## .25 .50 .75 .90 .95
## 33.0 42.0 49.0 57.6 60.2
##
## lowest : 27 30 32 33 34, highest: 53 56 57 60 62
##
## Value 27 30 32 33 34 41 42 43 44 45 53
## Frequency 1 1 2 2 2 1 1 1 1 2 1
## Proportion 0.053 0.053 0.105 0.105 0.105 0.053 0.053 0.053 0.053 0.105 0.053
##
## Value 56 57 60 62
## Frequency 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 19 2 15 0.996 214.7 205.7 -42 -22
## .25 .50 .75 .90 .95
## 110 250 320 420 500
##
## lowest : -150 -30 -20 -10 90, highest: 310 320 330 400 500
##
## Value -150 -30 -20 -10 90 130 190 200 250 300 310
## Frequency 1 1 1 1 1 1 1 2 2 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.105 0.105 0.053 0.053
##
## Value 320 330 400 500
## Frequency 2 1 1 2
## Proportion 0.105 0.053 0.053 0.105
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 19 2 18 0.999 2471 783.5 1661 1810
## .25 .50 .75 .90 .95
## 2065 2300 2635 3020 3310
##
## lowest : 1400 1690 1840 1960 2050, highest: 2650 2980 3000 3100 5200
##
## Value 1400 1690 1840 1960 2050 2080 2140 2160 2240 2300 2510
## Frequency 1 1 1 1 1 1 1 1 1 1 2
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.105
##
## Value 2520 2620 2650 2980 3000 3100 5200
## Frequency 1 1 1 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 19 2 17 0.996 84.84 24.32 50.6 54.4
## .25 .50 .75 .90 .95
## 75.5 87.0 100.0 106.4 108.8
##
## lowest : 38 52 55 63 75, highest: 100 105 106 108 116
##
## Value 38 52 55 63 75 76 78 81 86 87 91
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053
##
## Value 95 100 105 106 108 116
## Frequency 1 3 1 1 1 1
## Proportion 0.053 0.158 0.053 0.053 0.053 0.053
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 19 2 19 1 461 687.6 -332 -288
## .25 .50 .75 .90 .95
## -100 480 795 1156 1274
##
## lowest : -440 -320 -280 -180 -120, highest: 840 879 1140 1220 1760
##
## Value -440 -320 -280 -180 -120 -80 250 380 460 480 550
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053
##
## Value 730 740 750 840 879 1140 1220 1760
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 19 2 19 1 7208 1384 5570 5872
## .25 .50 .75 .90 .95
## 6405 6880 8015 8490 9521
##
## lowest : 5300 5600 5940 6300 6380, highest: 8030 8190 8240 9490 9800
##
## Value 5300 5600 5940 6300 6380 6430 6630 6740 6790 6880 7200
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053
##
## Value 7310 7700 8000 8030 8190 8240 9490 9800
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 19 2 16 0.996 134.7 14.83 117.3 119.6
## .25 .50 .75 .90 .95
## 126.0 136.0 142.0 150.6 153.5
##
## lowest : 111 118 120 122 124, highest: 145 149 150 153 158
##
## Value 111 118 120 122 124 128 129 130 136 137 139
## Frequency 1 1 1 1 1 1 1 1 3 1 2
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.158 0.053 0.105
##
## Value 145 149 150 153 158
## Frequency 1 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 19 2 19 1 -493.2 592.3 -1102 -1060
## .25 .50 .75 .90 .95
## -955 -440 -105 212 314
##
## lowest : -1120 -1100 -1050 -1010 -990, highest: -100 -60 190 300 440
##
## Value -1120 -1100 -1050 -1010 -990 -920 -890 -810 -770 -440 -380
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053
##
## Value -300 -250 -110 -100 -60 190 300 440
## Frequency 1 1 1 1 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 19 2 18 0.999 4281 1154 2872 3132
## .25 .50 .75 .90 .95
## 3575 4300 4810 5294 5576
##
## lowest : 2620 2900 3190 3330 3550, highest: 4880 4980 5260 5430 6890
##
## Value 2620 2900 3190 3330 3550 3600 3750 4000 4200 4300 4700
## Frequency 1 1 1 1 1 1 1 1 1 2 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.105 0.053
##
## Value 4710 4740 4880 4980 5260 5430 6890
## Frequency 1 1 1 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 19 2 16 0.997 208.5 48.22 161.3 164.0
## .25 .50 .75 .90 .95
## 179.5 198.0 233.5 261.0 266.2
##
## lowest : 137 164 173 176 183, highest: 227 240 245 261 313
##
## Value 137 164 173 176 183 184 194 198 210 215 218
## Frequency 1 2 1 1 1 1 1 2 1 1 1
## Proportion 0.053 0.105 0.053 0.053 0.053 0.053 0.053 0.105 0.053 0.053 0.053
##
## Value 227 240 245 261 313
## Frequency 1 1 1 2 1
## Proportion 0.053 0.053 0.053 0.105 0.053
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 19 2 18 0.999 -1063 835.6 -2278 -2128
## .25 .50 .75 .90 .95
## -1285 -1000 -510 -440 -339
##
## lowest : -2620 -2240 -2100 -2040 -1300, highest: -520 -500 -450 -400 210
##
## Value -2620 -2240 -2100 -2040 -1300 -1270 -1200 -1190 -1100 -1000 -750
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053
##
## Value -670 -610 -520 -500 -450 -400 210
## Frequency 1 1 1 1 2 1 1
## Proportion 0.053 0.053 0.053 0.053 0.105 0.053 0.053
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd .05 .10
## 18 3 18 1 426 118.7 271.8 327.9
## .25 .50 .75 .90 .95
## 369.8 425.0 484.0 539.8 585.9
##
## lowest : 180 288 345 355 367, highest: 488 505 523 579 625
##
## Value 180 288 345 355 367 378 397 400 418 432 445
## 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 471 472 488 505 523 579 625
## Frequency 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 18 3 10 0.977 81.61 5.222 70.85 75.20
## .25 .50 .75 .90 .95
## 79.25 83.50 84.75 85.00 85.60
##
## lowest : 70 71 77 79 80, highest: 82 83 84 85 89
##
## Value 70 71 77 79 80 82 83 84 85 89
## Frequency 1 1 1 2 1 1 2 4 4 1
## Proportion 0.056 0.056 0.056 0.111 0.056 0.056 0.111 0.222 0.222 0.056
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd .05 .10
## 18 3 10 0.986 5.333 1.634 3.425 3.850
## .25 .50 .75 .90 .95
## 4.500 5.000 6.000 7.150 7.575
##
## 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 1 1 2 3 3 1 3 2 1 1
## Proportion 0.056 0.056 0.111 0.167 0.167 0.056 0.167 0.111 0.056 0.056
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd .05 .10
## 18 3 18 1 48.39 135 -112.70 -61.90
## .25 .50 .75 .90 .95
## -13.00 58.50 89.75 130.30 189.55
##
## lowest : -230 -92 -49 -35 -17, highest: 90 94 124 145 442
##
## Value -230 -92 -49 -35 -17 -1 11 38 55 62 72
## 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 73 89 90 94 124 145 442
## Frequency 1 1 1 1 1 1 1
## Proportion 0.056 0.056 0.056 0.056 0.056 0.056 0.056
## --------------------------------------------------------------------------------
## mMRC_1
## n missing distinct Info Mean Gmd
## 18 3 3 0.867 1.889 0.9935
##
## Value 1 2 3
## Frequency 8 4 6
## Proportion 0.444 0.222 0.333
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 19 2 16 0.997 22.99 4.156 18.35 18.90
## .25 .50 .75 .90 .95
## 20.75 22.70 25.00 26.70 29.75
##
## lowest : 17.0 18.5 19.0 20.0 20.7, highest: 25.0 25.8 26.0 29.5 32.0
##
## Value 17.0 18.5 19.0 20.0 20.7 20.8 21.2 21.5 22.7 23.0 23.5
## Frequency 1 1 1 1 1 1 1 1 2 2 1
## Proportion 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.053 0.105 0.105 0.053
##
## Value 25.0 25.8 26.0 29.5 32.0
## Frequency 2 1 1 1 1
## Proportion 0.105 0.053 0.053 0.053 0.053
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 18 3 7 0.956 3.556 2.013
##
## lowest : 1 2 3 4 5, highest: 3 4 5 6 7
##
## Value 1 2 3 4 5 6 7
## Frequency 1 5 5 2 2 1 2
## Proportion 0.056 0.278 0.278 0.111 0.111 0.056 0.111
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 21 0 7
##
## lowest : Exacerbation BPCO Douleurs thoraciques Engluement valve Majoration dyspnée
## highest: Douleurs thoraciques Engluement valve Majoration dyspnée Pneumonie Pneumothorax
##
## (11, 0.524), Exacerbation BPCO (3, 0.143), Douleurs thoraciques (2, 0.095),
## Engluement valve (1, 0.048), Majoration dyspnée (2, 0.095), Pneumonie (1,
## 0.048), Pneumothorax (1, 0.048)
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 21 0 3
##
## Value Exacerbation BPCO Engluement valve
## Frequency 18 2 1
## Proportion 0.857 0.095 0.048
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct
## 21 0 10
##
## lowest : ABCES PULMONAIRE, RETENTIONNEL, RETRAIT 5 VALVES, DERNIERE VALVE NON RETROUVEE COVID + INF PYO CTC ATB pas hospit DOLI ATB, TOUX
## highest: drainage, atb RETRAIT DE LA VALVE POSEE EN SESSION 2 REVISION VALVE ET TRT LSG en 2 temps mars et jein 2021, ajout 5 valves surinf bronchique à repet SURINF PYO, ATB
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 15 6 15 1 948 315.2 497 560
## .25 .50 .75 .90 .95
## 825 940 1125 1298 1336
##
## lowest : 490 500 650 800 850, highest: 1100 1150 1250 1330 1350
##
## Value 490 500 650 800 850 880 900 940 1000 1030 1100
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.067 0.067 0.067 0.067 0.067 0.067 0.067 0.067 0.067 0.067 0.067
##
## Value 1150 1250 1330 1350
## Frequency 1 1 1 1
## Proportion 0.067 0.067 0.067 0.067
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 14 7 10 0.991 40.64 14.78 23.20 26.00
## .25 .50 .75 .90 .95
## 34.50 39.50 52.75 56.70 57.70
##
## lowest : 18 26 34 36 38, highest: 41 43 56 57 59
##
## Value 18 26 34 36 38 41 43 56 57 59
## Frequency 1 2 1 1 2 2 1 2 1 1
## Proportion 0.071 0.143 0.071 0.071 0.143 0.143 0.071 0.143 0.071 0.071
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd .05 .10
## 15 6 12 0.991 138.7 179.8 -121 -84
## .25 .50 .75 .90 .95
## 95 150 215 350 356
##
## lowest : -170 -100 -60 90 100, highest: 150 200 230 350 370
##
## Value -170 -100 -60 90 100 130 140 150 200 230 350
## Frequency 1 1 1 1 1 1 1 3 1 1 2
## Proportion 0.067 0.067 0.067 0.067 0.067 0.067 0.067 0.200 0.067 0.067 0.133
##
## Value 370
## Frequency 1
## Proportion 0.067
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 14 7 13 0.998 2296 498.8 1675 1798
## .25 .50 .75 .90 .95
## 1995 2395 2612 2688 2826
##
## lowest : 1480 1780 1840 1960 2100, highest: 2500 2650 2660 2700 3060
##
## Value 1480 1780 1840 1960 2100 2230 2390 2400 2500 2650 2660
## Frequency 1 1 1 1 1 1 1 2 1 1 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.143 0.071 0.071 0.071
##
## Value 2700 3060
## Frequency 1 1
## Proportion 0.071 0.071
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 14 7 12 0.996 83.86 24.77 42.3 50.2
## .25 .50 .75 .90 .95
## 78.0 85.5 101.0 106.7 107.3
##
## lowest : 41 43 67 78 79, highest: 94 101 106 107 108
##
## Value 41 43 67 78 79 82 89 94 101 106 107
## Frequency 1 1 1 2 1 1 1 1 2 1 1
## Proportion 0.071 0.071 0.071 0.143 0.071 0.071 0.071 0.071 0.143 0.071 0.071
##
## Value 108
## Frequency 1
## Proportion 0.071
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd .05 .10
## 14 7 14 1 440.6 448 -50.5 45.0
## .25 .50 .75 .90 .95
## 202.5 399.5 692.5 984.0 1023.5
##
## lowest : -200 30 80 200 210, highest: 640 710 900 1020 1030
##
## Value -200 30 80 200 210 250 379 420 500 640 710
## 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 900 1020 1030
## Frequency 1 1 1
## Proportion 0.071 0.071 0.071
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 14 7 14 1 7091 1413 5618 6002
## .25 .50 .75 .90 .95
## 6355 6710 7575 8961 9150
##
## lowest : 5150 5870 6310 6340 6400, highest: 7200 7700 8870 9000 9430
##
## 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 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071
##
## Value 8870 9000 9430
## Frequency 1 1 1
## Proportion 0.071 0.071 0.071
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 14 7 13 0.998 138.3 17.41 119.6 121.3
## .25 .50 .75 .90 .95
## 127.8 135.0 151.5 157.1 159.8
##
## lowest : 117 121 122 127 130, highest: 147 153 155 158 163
##
## Value 117 121 122 127 130 134 135 139 147 153 155
## Frequency 1 1 1 1 1 1 2 1 1 1 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.143 0.071 0.071 0.071 0.071
##
## Value 158 163
## Frequency 1 1
## Proportion 0.071 0.071
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd .05 .10
## 14 7 13 0.998 -420 664.8 -1426.0 -1277.0
## .25 .50 .75 .90 .95
## -712.5 -285.0 -87.5 223.0 315.0
##
## lowest : -1530 -1370 -1060 -800 -450, highest: -200 -50 90 280 380
##
## Value -1530 -1370 -1060 -800 -450 -400 -320 -250 -200 -50 90
## Frequency 1 1 1 1 1 1 1 1 2 1 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.143 0.071 0.071
##
## Value 280 380
## Frequency 1 1
## Proportion 0.071 0.071
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd .05 .10
## 14 7 13 0.998 4437 1547 3022 3137
## .25 .50 .75 .90 .95
## 3225 4350 5202 6157 6548
##
## lowest : 2860 3110 3200 3300 3570, highest: 5000 5270 5940 6250 7100
##
## Value 2860 3110 3200 3300 3570 4200 4500 4620 5000 5270 5940
## Frequency 1 1 2 1 1 1 1 1 1 1 1
## Proportion 0.071 0.071 0.143 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071
##
## Value 6250 7100
## Frequency 1 1
## Proportion 0.071 0.071
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 14 7 14 1 214.6 55.75 161.6 163.6
## .25 .50 .75 .90 .95
## 172.5 202.0 251.2 274.4 290.1
##
## lowest : 159 163 165 172 174, highest: 237 256 259 281 307
##
## Value 159 163 165 172 174 198 199 205 230 237 256
## 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 259 281 307
## Frequency 1 1 1
## Proportion 0.071 0.071 0.071
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd .05 .10
## 14 7 14 1 -854.3 919.6 -1866.5 -1709.0
## .25 .50 .75 .90 .95
## -1525.0 -820.0 -407.5 -30.0 206.5
##
## lowest : -2120 -1730 -1660 -1600 -1300, highest: -430 -400 -100 0 590
##
## Value -2120 -1730 -1660 -1600 -1300 -1130 -1100 -540 -440 -430 -400
## 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 -100 0 590
## Frequency 1 1 1
## Proportion 0.071 0.071 0.071
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd .05 .10
## 12 9 10 0.993 83.75 7.197 74.50 79.10
## .25 .50 .75 .90 .95
## 80.75 84.00 88.25 89.90 90.90
##
## 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 2 1 1 1
## Proportion 0.083 0.083 0.083 0.167 0.083 0.083 0.167 0.083 0.083 0.083
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd .05 .10
## 12 9 12 1 420.8 188.8 138.0 239.4
## .25 .50 .75 .90 .95
## 370.5 460.5 500.0 585.2 620.4
##
## lowest : 28 228 342 380 393, highest: 470 480 560 588 660
##
## Value 28 228 342 380 393 453 468 470 480 560 588
## 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 660
## Frequency 1
## Proportion 0.083
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 11 10 7 0.95 7.091 1.982
##
## 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 2 1 4 1 1
## Proportion 0.091 0.091 0.182 0.091 0.364 0.091 0.091
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 17 4 4 0.81 1.235 1.529
##
## Value 0 1 2 3
## Frequency 9 1 1 6
## Proportion 0.529 0.059 0.059 0.353
## --------------------------------------------------------------------------------
## Gain.TM6_2
## n missing distinct Info Mean Gmd .05 .10
## 12 9 12 1 40.5 137.4 -115.95 -83.30
## .25 .50 .75 .90 .95
## -73.25 65.00 134.25 177.90 183.15
##
## lowest : -155 -84 -77 -72 0, highest: 92 126 159 180 187
##
## Value -155 -84 -77 -72 0 58 72 92 126 159 180
## 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 187
## Frequency 1
## Proportion 0.083
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 13 8 4 0.887 2 1.282
##
## Value 1 2 3 4
## Frequency 6 3 2 2
## Proportion 0.462 0.231 0.154 0.154
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd .05 .10
## 15 6 14 0.998 23.85 4.535 18.40 19.60
## .25 .50 .75 .90 .95
## 20.95 23.70 25.75 28.24 29.90
##
## lowest : 17.0 19.0 20.5 20.7 21.2, highest: 25.0 26.5 27.1 29.0 32.0
##
## Value 17.0 19.0 20.5 20.7 21.2 23.0 23.3 23.7 24.8 25.0 26.5
## Frequency 1 1 1 1 1 1 1 1 1 2 1
## Proportion 0.067 0.067 0.067 0.067 0.067 0.067 0.067 0.067 0.067 0.133 0.067
##
## Value 27.1 29.0 32.0
## Frequency 1 1 1
## Proportion 0.067 0.067 0.067
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 12 9 5 0.944 3.583 2.985
##
## lowest : 1 2 3 7 10, highest: 1 2 3 7 10
##
## Value 1 2 3 7 10
## Frequency 2 4 3 2 1
## Proportion 0.167 0.333 0.250 0.167 0.083
## --------------------------------------------------------------------------------
## Complications_a_distance_1.1
## n missing distinct
## 21 0 5
##
## lowest : Exacerbation BPCO Autre Majoration dyspnée Pneumonie
## highest: Exacerbation BPCO Autre Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 15 1 2
## Proportion 0.714 0.048 0.095
##
## Value Majoration dyspnée Pneumonie
## Frequency 1 2
## Proportion 0.048 0.095
## --------------------------------------------------------------------------------
## Complications_a_distance_2.1
## n missing distinct
## 21 0 2
##
## Value Pneumothorax
## Frequency 20 1
## Proportion 0.952 0.048
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 21 0 2
##
## Value Non Oui
## Frequency 16 5
## Proportion 0.762 0.238
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 21 0 3
##
## Value Non retrait complet retrait partiel
## Frequency 16 2 3
## Proportion 0.762 0.095 0.143
## --------------------------------------------------------------------------------
## Date_retrait
## n missing distinct
## 21 0 5
##
## lowest : 16/07/2020 18/11/2021 22/11/2019 mars-21
## highest: 16/07/2020 18/11/2021 22/11/2019 mars-21
##
## Value 16/07/2020 18/11/2021 22/11/2019 mars-21
## Frequency 16 1 2 1 1
## Proportion 0.762 0.048 0.095 0.048 0.048
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd
## 5 16 5 1 12.32 7.372
##
## lowest : 5.37 7.03 13.37 17.03 18.80, highest: 5.37 7.03 13.37 17.03 18.80
##
## Value 5.37 7.03 13.37 17.03 18.80
## Frequency 1 1 1 1 1
## Proportion 0.2 0.2 0.2 0.2 0.2
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 21 0 6
##
## lowest : ABCES PULM 5/6 RETIREES 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: ABCES PULM 5/6 RETIREES 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 PAS D AMELIORATION CLINIQUE, PAS D ATELECTASIE,GRANDE SCISSURE PERMEABLE
## --------------------------------------------------------------------------------G2_valves <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/Groupe_2/G2_valves.csv", stringsAsFactors=TRUE)t.test(G2_valves$VEMS._mL_0,G2_valves$VEMS_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G2_valves$VEMS._mL_0 and G2_valves$VEMS_.ml._1
## t = -5.2431, df = 18, p-value = 5.502e-05
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -300.7826 -128.6911
## sample estimates:
## mean of the differences
## -214.7368t.test(G2_valves$VEMS._mL_0,G2_valves$VEMS_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G2_valves$VEMS._mL_0 and G2_valves$VEMS_.ml._2
## t = -3.3919, df = 14, p-value = 0.004383
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -226.34888 -50.98445
## sample estimates:
## mean of the differences
## -138.6667t.test(G2_valves$TM6_.m._0,G2_valves$TM6_.m._1, paired = TRUE)##
## Paired t-test
##
## data: G2_valves$TM6_.m._0 and G2_valves$TM6_.m._1
## t = -1.5488, df = 17, p-value = 0.1399
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -114.30674 17.52896
## sample estimates:
## mean of the differences
## -48.38889t.test(G2_valves$TM6_.m._0,G2_valves$TM6_.m._2, paired = TRUE)##
## Paired t-test
##
## data: G2_valves$TM6_.m._0 and G2_valves$TM6_.m._2
## t = -1.2093, df = 11, p-value = 0.2519
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -114.2111 33.2111
## sample estimates:
## mean of the differences
## -40.5t.test(G2_valves$VR_ml_0,G2_valves$VR..ml._1, paired = TRUE)##
## Paired t-test
##
## data: G2_valves$VR_ml_0 and G2_valves$VR..ml._1
## t = 6.2615, df = 18, p-value = 6.627e-06
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 706.4348 1419.8809
## sample estimates:
## mean of the differences
## 1063.158t.test(G2_valves$VR_ml_0,G2_valves$VR_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G2_valves$VR_ml_0 and G2_valves$VR_.ml._2
## t = 4.0873, df = 13, p-value = 0.001283
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 402.7459 1305.8255
## sample estimates:
## mean of the differences
## 854.2857t.test(G2_valves$CVF_ml_0,G2_valves$CVF_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G2_valves$CVF_ml_0 and G2_valves$CVF_.ml._1
## t = -3.3837, df = 18, p-value = 0.003308
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -747.2288 -174.7712
## sample estimates:
## mean of the differences
## -461t.test(G2_valves$CVF_ml_0,G2_valves$CVF_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G2_valves$CVF_ml_0 and G2_valves$CVF_.ml._2
## t = -4.3464, df = 13, p-value = 0.0007922
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -659.6632 -221.6225
## sample estimates:
## mean of the differences
## -440.6429t.test(G2_valves$CPT_ml_0,G2_valves$CPT_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G2_valves$CPT_ml_0 and G2_valves$CPT_.ml._1
## t = 4.2204, df = 18, p-value = 0.0005143
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 247.6660 738.6498
## sample estimates:
## mean of the differences
## 493.1579t.test(G2_valves$CPT_ml_0,G2_valves$CPT_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G2_valves$CPT_ml_0 and G2_valves$CPT_.ml._2
## t = 2.7159, df = 13, p-value = 0.01765
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 85.90763 754.09237
## sample estimates:
## mean of the differences
## 420Groupe_3 <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/Groupe_3/Groupe_3.csv", stringsAsFactors=TRUE)
G3<-Groupe_3by(G3,G3$Pose_valves, summary)## G3$Pose_valves: Non
## Groupe Date.consult.initiale age_Cs_initiale Sexe Adressé_par
## Groupe_3:51 03/06/2021: 3 Min. :46.77 F:27 : 1
## 16/09/2021: 3 1st Qu.:57.19 H:24 Hopital public:16
## 27/07/2021: 3 Median :63.43 Privé :19
## 01/04/2021: 2 Mean :63.58 Suivi CHUT : 8
## 11/03/2021: 2 3rd Qu.:70.95 Ville : 7
## 18/02/2021: 2 Max. :82.24
## (Other) :36
## Vu_en_Cs Vu_en_HDS Critères_AMM_remplis Pose_valves
## : 1 Non:19 Non:23 Non:51
## Non: 9 Oui:32 Oui:28 Oui: 0
## Oui:41
##
##
##
##
## 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 :21
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 5
## 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 :12
##
## Raison_non.pose_2
## :21
## 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 :11
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 6
## 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: 6
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 4
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 : 1
## (Other) : 2
## Raison_non.pose_3
## :41
## 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
## 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: 6
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 1
##
##
## Raison_non.pose_4
## :49
## 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
## 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: 1
##
##
##
##
## Raison_clinique_1
## :22
## Raison clinique : Exacerbation :10
## Raison clinique : peu symptomatique (mMRC trop elevé): 5
## Raison clinique :Tabac actif 2 : 4
## Raison clinique : Pas de rehab : 3
## Raison clinique : Refus du patient : 3
## (Other) : 4
## Raison.clinique_2
## :43
## Raison clinique : Pas de rehab : 6
## Raison clinique : Refus du patient : 1
## Raison clinique : peu symptomatique (mMRC trop elevé): 1
##
##
##
## Raison.clinique_3
## :49
## Raison clinique : peu symptomatique (mMRC trop elevé): 1
## Raison clinique :Traitement non optimal : 1
##
##
##
##
## Raison_paraclinique._EFR_1
## :38
## Raison paraclinique EFR : DLCO trop basse: 1
## Raison paraclinique EFR : TM6 trop altéré: 1
## Raison paraclinique EFR : VEMS trop bas : 1
## Raison paraclinique EFR : VEMS trop élevé: 4
## Raison paraclinique EFR :VR trop bas : 6
##
## Raison_paraclinique._EFR_2
## :49
## Raison paraclinique EFR : TM6 trop altéré: 1
## Raison paraclinique EFR :VR trop bas : 1
##
##
##
##
## Raison_paraclinique._Imagerie_1
## :33
## Raison paraclinique imagerie : bulle lobe ipsilatéral : 2
## Raison paraclinique imagerie : nodule suspect : 2
## Raison paraclinique imagerie : pas de cible TDM : 4
## Raison paraclinique imagerie : pas de cible TDM-scinti : 9
## Raison paraclinique imagerie :pas de cible scinti seule: 1
##
## Raison_paraclinique._Imagerie_2
## :50
## Raison paraclinique imagerie :pas de cible scinti seule: 1
##
##
##
##
##
## Raison_scissure_perméable
## :34
## 14 Raison scissure perméable : StratX 1/ Chartis 2: 1
## Raison scissure perméable : Chartis : 4
## Raison scissure perméable : StratX :12
##
##
##
## Raison_clinique_cardio Antécédents
## :50 :46
## Raison clinique cardio : HTAP : 1 Antécédents : cardiopathie: 2
## Antécédents : HTAP : 1
## Antécédents : pneumonie : 2
##
##
##
## Satut_Tabagique Déficit_alpha taille poids
## : 1 : 1 Min. :1.540 Min. :47.00
## actif : 5 Non:45 1st Qu.:1.600 1st Qu.:56.00
## Non_fumeur: 4 Oui: 5 Median :1.640 Median :63.00
## Sevré :41 Mean :1.658 Mean :63.98
## 3rd Qu.:1.700 3rd Qu.:71.00
## Max. :1.830 Max. :90.00
## NA's :8 NA's :8
## BMI Stade_BPCO_GOLD_VEMS Stade_BPCO_Gold._ABCD Exacerbateur..2an
## Min. :17.01 Min. :1.000 : 2 : 1
## 1st Qu.:20.39 1st Qu.:3.000 A : 2 Non:35
## Median :22.93 Median :3.000 A OU B: 1 Oui:15
## Mean :23.31 Mean :3.294 B :32
## 3rd Qu.:26.03 3rd Qu.:4.000 D :14
## Max. :32.05 Max. :4.000
## NA's :7
## DDB Score.MMRC_0 Distention.thoracique_VR.175
## : 2 Min. :0.000 : 1
## Non:45 1st Qu.:2.000 Non: 7
## Oui: 4 Median :2.500 Oui:43
## Mean :2.522
## 3rd Qu.:3.000
## Max. :4.000
## NA's :5
## Emphysème_hétérogène_.scan Ttt_BPCO_médicamenteux OLD
## : 1 : 4 : 3
## Non:23 Non: 2 Effort:12
## Oui:27 Oui:45 Non :19
## Repos :17
##
##
##
## Réhab_réalisée Intervention_ttt_emphysème_préalable
## : 3 : 1
## ACTIF : 4 AIRFLOW : 0
## Apres dressage: 2 BULLECTOMIE LSD : 0
## Non :11 Non :49
## Oui :31 Oui : 1
##
##
## Résultats.scanner.STRATX...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## 0 :16
## 1 :11
## : 4
## 1_4 : 4
## 3_5 : 4
## 5 : 4
## (Other): 8
## Résultats.StratX...sicissures.incomplètes..80.0..intermédiaires.80.95.1..étanches..95.2
## Min. :0
## 1st Qu.:0
## Median :1
## Mean :1
## 3rd Qu.:2
## Max. :2
## NA's :18
## Résultats.scinti...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## :13
## 0 :13
## 1_4 : 8
## 5 : 6
## 1 : 4
## 3_5 : 2
## (Other): 5
## X..de.perfusion.du.lobe.traité Stratx...Homogène..15.0_Hétérogène.1
## Min. : 1.00 :17
## 1st Qu.: 3.50 Hètérogène:14
## Median :11.00 Homogène :20
## Mean :13.12
## 3rd Qu.:18.50
## Max. :38.00
## NA's :40
## TM6_.m._0 TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0 BODE_calcul
## Min. : 0.0 Min. :38.00 Min. : 2.000 Min. :0.000
## 1st Qu.:225.0 1st Qu.:78.50 1st Qu.: 5.000 1st Qu.:4.000
## Median :353.0 Median :82.00 Median : 7.000 Median :5.000
## Mean :332.6 Mean :82.66 Mean : 6.909 Mean :5.314
## 3rd Qu.:480.0 3rd Qu.:90.00 3rd Qu.: 8.000 3rd Qu.:7.000
## Max. :554.0 Max. :93.00 Max. :10.000 Max. :9.000
## NA's :14 NA's :16 NA's :18 NA's :16
## ETT PaO2_AA.mmHg._0 PaCO2_.mmHg._0 VEMS._mL_0
## :18 Min. :44.00 Min. :31.00 Min. : 470.0
## Autre anomalie: 0 1st Qu.:62.00 1st Qu.:35.50 1st Qu.: 662.5
## HTAP : 4 Median :68.45 Median :39.15 Median : 800.0
## Normale :29 Mean :68.45 Mean :40.61 Mean : 937.1
## 3rd Qu.:74.00 3rd Qu.:46.08 3rd Qu.:1075.0
## Max. :90.00 Max. :50.00 Max. :2100.0
## NA's :21 NA's :21 NA's :9
## VEMS_PCT_0 VR_ml_0 VR_PCT_0 CVF_ml_0 CVF_PCT_0
## Min. :13.00 Min. :1910 Min. :133.0 Min. :1090 Min. : 38.00
## 1st Qu.:28.00 1st Qu.:3530 1st Qu.:175.3 1st Qu.:1680 1st Qu.: 50.00
## Median :33.00 Median :4440 Median :220.0 Median :1910 Median : 65.50
## Mean :35.86 Mean :4623 Mean :225.2 Mean :2254 Mean : 71.83
## 3rd Qu.:41.00 3rd Qu.:5710 3rd Qu.:253.0 3rd Qu.:2720 3rd Qu.: 85.50
## Max. :82.00 Max. :9800 Max. :466.0 Max. :4600 Max. :135.00
## NA's :2 NA's :14 NA's :2 NA's :12 NA's :11
## CPT_ml_0 CPT_PCT_0 VR_CPT_0 DLCO_PCT_0
## Min. : 1060 Min. : 87.0 Min. :20.00 Min. :19.00
## 1st Qu.: 5925 1st Qu.: 124.0 1st Qu.:53.75 1st Qu.:26.00
## Median : 7080 Median : 135.0 Median :63.00 Median :35.00
## Mean : 6982 Mean : 838.6 Mean :61.71 Mean :39.03
## 3rd Qu.: 8250 3rd Qu.: 144.8 3rd Qu.:70.75 3rd Qu.:49.00
## Max. :10510 Max. :28348.0 Max. :82.00 Max. :89.00
## NA's :13 NA's :11 NA's :13 NA's :19
## Nbre_valves_posées Résultats_Chartis Lobe_choisi
## Min. :0 :48 :51
## 1st Qu.:0 Complete : 0 LID : 0
## Median :0 Incomplet: 3 LIG : 0
## Mean :0 LM : 0
## 3rd Qu.:0 LSD : 0
## Max. :0 LSD LM: 0
## NA's :3 LSG : 0
## Date.de.la.pose.de.la.valve.N.1 Complications.pose_0
## :51 :51
## 01/09/2021: 0 Exacerbation BPCO : 0
## 02/06/2021: 0 Pneumatocèle : 0
## 03/08/2021: 0 Pneumomédiastin : 0
## 06/04/2022: 0 Pneumothorax : 0
## 07/04/2021: 0
## (Other) : 0
## date.de.survenue.des.complications_0
## :51
## 01/04/2021: 0
## 06/04/2022: 0
## 08/04/2021: 0
## 17/04/2021: 0
## 19/10/2021: 0
##
## Délai.de.survenue.des.complications..jours.
## Min. : NA
## 1st Qu.: NA
## Median : NA
## Mean :NaN
## 3rd Qu.: NA
## Max. : NA
## NA's :51
## PEC.en.charge.des.complications_0...retrait.valve..drainage.
## :51
## CORTICO AEROSOLS : 0
## DRAINAGE SI, RETRAIT D UNE VALVE : 0
## HOSPIT CTC AEROSOLS : 0
## ras : 0
## SI OHD ATB, hématopneumatocèle surinfecté avec hemoptysie: 0
##
## Date.de.la.pose.de.valve.N.2 Complications.pose
## :51 :51
## 01/03/2022: 0 Exacerbation BPCO : 0
## 03/05/2022: 0 Mort : 0
## 11/01/2022: 0 Pneumothorax : 0
## 11/10/2021: 0
## 17/12/2021: 0
## (Other) : 0
## date.de.survenue.des.complications
## :51
## 01/03/2022: 0
## 06/05/2022: 0
## 17/10/2021: 0
## 27/07/2021: 0
##
##
## Délai.de.survenue.des.complications..jours._valve.2
## Min. : NA
## 1st Qu.: NA
## Median : NA
## Mean :NaN
## 3rd Qu.: NA
## Max. : NA
## NA's :51
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## :51
## ATB CTC : 0
## ATB IV POUR SURINF A PYO : 0
## DRAINAGE SI, RETRAIT D UNE VALVE : 0
## DRAINAGE, PAS DE REEXPANSION DONC RETRAIT VALVE : 0
## Pneumothorax, drainé, tamponnade gazeuse avec deces: 0
##
## VEMS_.ml._1 VEMS_.PCT._1 Gain_VEMS_1 CVF_.ml._1 CVF_.PCT._1
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :51 NA's :51 NA's :51 NA's :51 NA's :51
## Gain_CVF_1 CPT_.ml._1 CPT_.PCT._1 Gain_CPT VR..ml._1
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :51 NA's :51 NA's :51 NA's :51 NA's :51
## VR..PCT._1 Gain_VR_1 TM6_.m._1 TM6_sat_.PCT._1 TM6_.score.borg._1
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :51 NA's :51 NA's :51 NA's :51 NA's :51
## Gain_TM6_1 mMRC_1 IMC_1 BODE.calculé_1
## Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :51 NA's :51 NA's :51 NA's :51
## Complications_a_distance_1 Complications_a_distance_2
## :51 :51
## Exacerbation BPCO : 0 Exacerbation BPCO : 0
## Douleurs thoraciques: 0 Autre : 0
## Majoration dyspnée : 0 Majoration dyspnée : 0
## Pneumonie : 0 Pneumonie : 0
## Pneumothorax : 0
##
## Prise_en_charge_complications_1
## :51
## AEROSOLS : 0
## ATB IV : 0
## DECOMP CARDIAQUE G, HOSPIT : 0
## EN 05/2022 MAJ DYSPNEE ET PROBABLE DYSFONCTION VALVE AVEC REEXPANSION: 0
## HOSPIT,PNP LID PUIS PNO DRAIN RETRAIT VALVES : 0
## (Other) : 0
## VEMS_.ml._2 VEMS_.PCT._2 Gain_VEMS_2 CVF_.ml._2 CVF_.PCT._2
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :51 NA's :51 NA's :51 NA's :51 NA's :51
## Gain_CVF_2 CPT_.ml._2 CPT_.PCT._2 Gain_CPT_2 VR_.ml._2
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :51 NA's :51 NA's :51 NA's :51 NA's :51
## VR_.PCT._2 Gain_VR_2 TM6_sat_.PCT._2 TM6_.m._2 TM6_.score.borg._2
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :51 NA's :51 NA's :51 NA's :51 NA's :51
## Calcul_BODE_TM6_2 Gain.TM6_2 mMRC_2 IMC_2 calcul.bode_2
## Min. : NA Min. : NA Min. : NA Min. : NA Min. : NA
## 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA 1st Qu.: NA
## Median : NA Median : NA Median : NA Median : NA Median : NA
## Mean :NaN Mean :NaN Mean :NaN Mean :NaN Mean :NaN
## 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA 3rd Qu.: NA
## Max. : NA Max. : NA Max. : NA Max. : NA Max. : NA
## NA's :51 NA's :51 NA's :51 NA's :51 NA's :51
## Complications_a_distance_1.1 Complications_a_distance_2.1 Retrait_valve
## Mode:logical Mode:logical :51
## NA's:51 NA's:51 Non: 0
## Oui: 0
##
##
##
##
## type_retrait Date_retrait delais_retrait_valve_mois
## :51 :51 Min. : NA
## Non : 0 01/03/2022: 0 1st Qu.: NA
## retrait complet: 0 11/01/2022: 0 Median : NA
## retrait partiel: 0 25/05/2021: 0 Mean :NaN
## sept-21 : 0 3rd Qu.: NA
## Max. : NA
## NA's :51
## Raison.retrait.valves
## :51
## Dégradation post T2, retrait 1 valves: 0
## MAJ DYSPNEE, DEGRADATION VEMS, TOUX : 0
## PNO DRAINE ET PNP : 0
## PNO LES 2 FOIS : 0
##
##
## ------------------------------------------------------------
## G3$Pose_valves: Oui
## Groupe Date.consult.initiale age_Cs_initiale Sexe Adressé_par
## Groupe_3:17 04/02/2021:2 Min. :48.88 F:10 :0
## 22/04/2021:2 1st Qu.:58.93 H: 7 Hopital public:4
## 01/04/2021:1 Median :61.43 Privé :4
## 01/07/2021:1 Mean :63.10 Suivi CHUT :7
## 04/03/2021:1 3rd Qu.:68.64 Ville :2
## 05/03/2021:1 Max. :79.09
## (Other) :9
## Vu_en_Cs Vu_en_HDS Critères_AMM_remplis Pose_valves
## : 0 Non: 3 Non: 5 Non: 0
## Non: 4 Oui:14 Oui:12 Oui:17
## Oui:13
##
##
##
##
## Raison_non.pose_1
## :17
## 1Raison clinique : Exacerbation 1 / Tabac actif 2 / Atcd chir 3/ AEG 4 / Pas de rehab 5/ Traitement non optimal 6/ Refus du patient 7 : 0
## 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 : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 0
## 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: 0
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 0
##
## Raison_non.pose_2
## :17
## 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 : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 0
## 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: 0
## (Other) : 0
## Raison_non.pose_3
## :17
## 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 : 0
## 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse : 0
## 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: 0
## 4 Raison scissure perméable : StratX 1/ Chartis 2 : 0
##
##
## Raison_non.pose_4
## :17
## 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 : 0
## 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: 0
##
##
##
##
## Raison_clinique_1
## :17
## Raison clinique : Pas de rehab : 0
## Raison clinique : Refus du patient : 0
## Raison clinique : AEG : 0
## Raison clinique : Atcd chir : 0
## Raison clinique : Exacerbation : 0
## (Other) : 0
## Raison.clinique_2
## :17
## Raison clinique : Pas de rehab : 0
## Raison clinique : Refus du patient : 0
## Raison clinique : peu symptomatique (mMRC trop elevé): 0
##
##
##
## Raison.clinique_3
## :17
## Raison clinique : peu symptomatique (mMRC trop elevé): 0
## Raison clinique :Traitement non optimal : 0
##
##
##
##
## Raison_paraclinique._EFR_1
## :17
## Raison paraclinique EFR : DLCO trop basse: 0
## Raison paraclinique EFR : TM6 trop altéré: 0
## Raison paraclinique EFR : VEMS trop bas : 0
## Raison paraclinique EFR : VEMS trop élevé: 0
## Raison paraclinique EFR :VR trop bas : 0
##
## Raison_paraclinique._EFR_2
## :17
## Raison paraclinique EFR : TM6 trop altéré: 0
## Raison paraclinique EFR :VR trop bas : 0
##
##
##
##
## Raison_paraclinique._Imagerie_1
## :17
## Raison paraclinique imagerie : bulle lobe ipsilatéral : 0
## Raison paraclinique imagerie : nodule suspect : 0
## Raison paraclinique imagerie : pas de cible TDM : 0
## Raison paraclinique imagerie : pas de cible TDM-scinti : 0
## Raison paraclinique imagerie :pas de cible scinti seule: 0
##
## Raison_paraclinique._Imagerie_2
## :17
## Raison paraclinique imagerie :pas de cible scinti seule: 0
##
##
##
##
##
## Raison_scissure_perméable
## :17
## 14 Raison scissure perméable : StratX 1/ Chartis 2: 0
## Raison scissure perméable : Chartis : 0
## Raison scissure perméable : StratX : 0
##
##
##
## Raison_clinique_cardio Antécédents
## :17 :14
## Raison clinique cardio : HTAP : 0 Antécédents : cardiopathie: 2
## Antécédents : HTAP : 1
## Antécédents : pneumonie : 0
##
##
##
## Satut_Tabagique Déficit_alpha taille poids
## : 0 : 0 Min. :1.540 Min. :42.00
## actif : 0 Non:15 1st Qu.:1.600 1st Qu.:54.80
## Non_fumeur: 0 Oui: 2 Median :1.700 Median :61.00
## Sevré :17 Mean :1.687 Mean :61.11
## 3rd Qu.:1.750 3rd Qu.:65.00
## Max. :1.850 Max. :90.00
##
## BMI Stade_BPCO_GOLD_VEMS Stade_BPCO_Gold._ABCD Exacerbateur..2an
## Min. :14.88 Min. :2.000 : 0 : 0
## 1st Qu.:20.24 1st Qu.:3.000 A : 0 Non:11
## Median :21.64 Median :4.000 A OU B: 0 Oui: 6
## Mean :21.41 Mean :3.529 B :11
## 3rd Qu.:23.39 3rd Qu.:4.000 D : 6
## Max. :26.30 Max. :4.000
##
## DDB Score.MMRC_0 Distention.thoracique_VR.175
## : 0 Min. :2.000 : 0
## Non:16 1st Qu.:3.000 Non: 0
## Oui: 1 Median :3.000 Oui:17
## Mean :3.235
## 3rd Qu.:4.000
## Max. :4.000
##
## Emphysème_hétérogène_.scan Ttt_BPCO_médicamenteux OLD
## : 0 : 0 : 0
## Non: 4 Non: 0 Effort: 1
## Oui:13 Oui:17 Non : 4
## Repos :12
##
##
##
## Réhab_réalisée Intervention_ttt_emphysème_préalable
## : 0 : 0
## ACTIF : 0 AIRFLOW : 1
## Apres dressage: 2 BULLECTOMIE LSD : 1
## Non : 2 Non :15
## Oui :13 Oui : 0
##
##
## Résultats.scanner.STRATX...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## 1_4 :4
## 3 :3
## 5 :3
## 3_5 :2
## 4 :2
## 1 :1
## (Other):2
## Résultats.StratX...sicissures.incomplètes..80.0..intermédiaires.80.95.1..étanches..95.2
## Min. :1.000
## 1st Qu.:2.000
## Median :2.000
## Mean :1.938
## 3rd Qu.:2.000
## Max. :2.000
## NA's :1
## Résultats.scinti...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## 1_4 :4
## 3_5 :4
## 1 :3
## 5 :2
## :1
## 1_4_5_6:1
## (Other):2
## X..de.perfusion.du.lobe.traité Stratx...Homogène..15.0_Hétérogène.1
## Min. : 0.00 :1
## 1st Qu.:12.50 Hètérogène:8
## Median :19.00 Homogène :8
## Mean :18.06
## 3rd Qu.:23.75
## Max. :34.00
## NA's :6
## TM6_.m._0 TM6_.nadir.sat.PCT._0 TM6_.score.Borg._0 BODE_calcul
## Min. : 60.0 Min. :74.00 Min. : 5.000 Min. : 2.000
## 1st Qu.:117.8 1st Qu.:80.75 1st Qu.: 6.375 1st Qu.: 4.750
## Median :320.5 Median :86.00 Median : 7.500 Median : 6.500
## Mean :271.7 Mean :84.88 Mean : 7.188 Mean : 6.688
## 3rd Qu.:394.5 3rd Qu.:89.25 3rd Qu.: 8.000 3rd Qu.: 9.000
## Max. :510.0 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
## : 0 Min. :55.60 Min. :32.00 Min. : 400.0
## Autre anomalie: 2 1st Qu.:65.00 1st Qu.:39.00 1st Qu.: 700.0
## HTAP : 3 Median :66.00 Median :40.75 Median : 790.0
## Normale :12 Mean :68.65 Mean :41.89 Mean : 794.7
## 3rd Qu.:72.50 3rd Qu.:42.60 3rd Qu.: 980.0
## Max. :85.40 Max. :55.80 Max. :1200.0
## NA's :6 NA's :3
## VEMS_PCT_0 VR_ml_0 VR_PCT_0 CVF_ml_0 CVF_PCT_0
## Min. :14.00 Min. :3800 Min. :200.0 Min. :1020 Min. : 30.00
## 1st Qu.:24.00 1st Qu.:4790 1st Qu.:223.0 1st Qu.:1805 1st Qu.: 48.25
## Median :29.00 Median :5700 Median :240.0 Median :2180 Median : 61.50
## Mean :30.47 Mean :5625 Mean :256.6 Mean :2073 Mean : 62.50
## 3rd Qu.:36.00 3rd Qu.:6700 3rd Qu.:289.0 3rd Qu.:2525 3rd Qu.: 72.00
## Max. :57.00 Max. :7800 Max. :351.0 Max. :2900 Max. :100.00
## NA's :1 NA's :1
## CPT_ml_0 CPT_PCT_0 VR_CPT_0 DLCO_PCT_0
## Min. : 5800 Min. :116.0 Min. : 57.00 Min. :20.00
## 1st Qu.: 6900 1st Qu.:129.0 1st Qu.: 62.00 1st Qu.:24.00
## Median : 8400 Median :136.0 Median : 69.00 Median :27.00
## Mean : 8078 Mean :138.3 Mean : 75.05 Mean :28.33
## 3rd Qu.: 8900 3rd Qu.:138.5 3rd Qu.: 77.00 3rd Qu.:32.50
## Max. :10111 Max. :184.0 Max. :172.00 Max. :43.00
## NA's :2
## Nbre_valves_posées Résultats_Chartis Lobe_choisi
## Min. : 2.000 : 0 :0
## 1st Qu.: 3.000 Complete :16 LID :3
## Median : 5.500 Incomplet: 1 LIG :5
## Mean : 5.312 LM :1
## 3rd Qu.: 7.000 LSD :4
## Max. :10.000 LSD LM:1
## NA's :1 LSG :3
## Date.de.la.pose.de.la.valve.N.1 Complications.pose_0
## 02/06/2021:2 :12
## 31/03/2021:2 Exacerbation BPCO : 2
## 01/09/2021:1 Pneumatocèle : 1
## 03/08/2021:1 Pneumomédiastin : 1
## 06/04/2022:1 Pneumothorax : 1
## 07/04/2021:1
## (Other) :9
## date.de.survenue.des.complications_0
## :12
## 01/04/2021: 1
## 06/04/2022: 1
## 08/04/2021: 1
## 17/04/2021: 1
## 19/10/2021: 1
##
## Délai.de.survenue.des.complications..jours.
## Min. : 0.0
## 1st Qu.: 1.0
## Median : 1.0
## Mean : 4.2
## 3rd Qu.: 2.0
## Max. :17.0
## NA's :12
## PEC.en.charge.des.complications_0...retrait.valve..drainage.
## :12
## CORTICO AEROSOLS : 1
## DRAINAGE SI, RETRAIT D UNE VALVE : 1
## HOSPIT CTC AEROSOLS : 1
## ras : 1
## SI OHD ATB, hématopneumatocèle surinfecté avec hemoptysie: 1
##
## Date.de.la.pose.de.valve.N.2 Complications.pose
## :5 :12
## 01/03/2022:1 Exacerbation BPCO : 2
## 03/05/2022:1 Mort : 1
## 11/01/2022:1 Pneumothorax : 2
## 11/10/2021:1
## 17/12/2021:1
## (Other) :7
## date.de.survenue.des.complications
## :13
## 01/03/2022: 1
## 06/05/2022: 1
## 17/10/2021: 1
## 27/07/2021: 1
##
##
## Délai.de.survenue.des.complications..jours._valve.2
## Min. :0.00
## 1st Qu.:2.25
## Median :4.50
## Mean :4.00
## 3rd Qu.:6.25
## Max. :7.00
## NA's :13
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## :12
## ATB CTC : 1
## ATB IV POUR SURINF A PYO : 1
## DRAINAGE SI, RETRAIT D UNE VALVE : 1
## DRAINAGE, PAS DE REEXPANSION DONC RETRAIT VALVE : 1
## Pneumothorax, drainé, tamponnade gazeuse avec deces: 1
##
## VEMS_.ml._1 VEMS_.PCT._1 Gain_VEMS_1 CVF_.ml._1
## Min. : 500.0 Min. :21.00 Min. :-390.00 Min. :1310
## 1st Qu.: 815.0 1st Qu.:27.50 1st Qu.: -17.50 1st Qu.:2150
## Median : 980.0 Median :33.50 Median : 135.00 Median :2400
## Mean : 950.7 Mean :37.36 Mean : 92.86 Mean :2483
## 3rd Qu.:1015.0 3rd Qu.:41.00 3rd Qu.: 205.00 3rd Qu.:3140
## Max. :1600.0 Max. :76.00 Max. : 400.00 Max. :3630
## NA's :3 NA's :3 NA's :3 NA's :4
## CVF_.PCT._1 Gain_CVF_1 CPT_.ml._1 CPT_.PCT._1
## Min. : 43.00 Min. :-550.0 Min. :5600 Min. : 43.0
## 1st Qu.: 58.00 1st Qu.: 180.0 1st Qu.:6242 1st Qu.:122.2
## Median : 78.00 Median : 290.0 Median :7630 Median :125.0
## Mean : 76.62 Mean : 477.7 Mean :7536 Mean :124.0
## 3rd Qu.: 93.00 3rd Qu.: 850.0 3rd Qu.:8480 3rd Qu.:134.5
## Max. :129.00 Max. :1610.0 Max. :9910 Max. :167.0
## NA's :4 NA's :4 NA's :3 NA's :3
## Gain_CPT VR..ml._1 VR..PCT._1 Gain_VR_1
## Min. :-1570.0 Min. :2100 Min. :150.0 Min. :-1930.0
## 1st Qu.: -700.0 1st Qu.:3955 1st Qu.:191.8 1st Qu.:-1122.5
## Median : -220.5 Median :4850 Median :209.0 Median : -760.0
## Mean : -308.6 Mean :4559 Mean :215.8 Mean : -770.7
## 3rd Qu.: 132.5 3rd Qu.:5262 3rd Qu.:243.5 3rd Qu.: -140.0
## Max. : 580.0 Max. :6250 Max. :277.0 Max. : 180.0
## NA's :3 NA's :3 NA's :3 NA's :3
## TM6_.m._1 TM6_sat_.PCT._1 TM6_.score.borg._1 Gain_TM6_1
## Min. :160.0 Min. :79.00 Min. :3.000 Min. :-45.00
## 1st Qu.:350.2 1st Qu.:80.00 1st Qu.:5.750 1st Qu.: 41.25
## Median :422.5 Median :84.50 Median :6.000 Median : 72.50
## Mean :385.6 Mean :85.25 Mean :6.125 Mean : 79.25
## 3rd Qu.:469.2 3rd Qu.:90.50 3rd Qu.:7.250 3rd Qu.:161.25
## Max. :486.0 Max. :92.00 Max. :8.000 Max. :170.00
## NA's :9 NA's :9 NA's :9 NA's :9
## mMRC_1 IMC_1 BODE.calculé_1
## Min. :1.000 Min. :16.00 Min. :0.000
## 1st Qu.:2.000 1st Qu.:19.62 1st Qu.:3.000
## Median :3.000 Median :22.00 Median :4.000
## Mean :2.571 Mean :21.76 Mean :3.714
## 3rd Qu.:3.000 3rd Qu.:23.73 3rd Qu.:5.000
## Max. :4.000 Max. :26.00 Max. :6.000
## NA's :10 NA's :3 NA's :10
## Complications_a_distance_1 Complications_a_distance_2
## :8 :13
## Exacerbation BPCO :1 Exacerbation BPCO : 1
## Douleurs thoraciques:2 Autre : 1
## Majoration dyspnée :4 Majoration dyspnée : 1
## Pneumonie :1 Pneumonie : 1
## Pneumothorax :1
##
## Prise_en_charge_complications_1
## :9
## AEROSOLS :1
## ATB IV :1
## DECOMP CARDIAQUE G, HOSPIT :1
## EN 05/2022 MAJ DYSPNEE ET PROBABLE DYSFONCTION VALVE AVEC REEXPANSION:1
## HOSPIT,PNP LID PUIS PNO DRAIN RETRAIT VALVES :1
## (Other) :3
## VEMS_.ml._2 VEMS_.PCT._2 Gain_VEMS_2 CVF_.ml._2 CVF_.PCT._2
## Min. : 800 Min. :27.00 Min. :100.0 Min. :2000 Min. :55.00
## 1st Qu.: 890 1st Qu.:27.50 1st Qu.:100.0 1st Qu.:2300 1st Qu.:56.00
## Median : 980 Median :28.00 Median :100.0 Median :2600 Median :57.00
## Mean :1027 Mean :30.33 Mean :106.7 Mean :2517 Mean :59.33
## 3rd Qu.:1140 3rd Qu.:32.00 3rd Qu.:110.0 3rd Qu.:2775 3rd Qu.:61.50
## Max. :1300 Max. :36.00 Max. :120.0 Max. :2950 Max. :66.00
## NA's :14 NA's :14 NA's :14 NA's :14 NA's :14
## Gain_CVF_2 CPT_.ml._2 CPT_.PCT._2 Gain_CPT_2
## Min. :-600.00 Min. : 8400 Min. :126.0 Min. :-911.00
## 1st Qu.:-250.00 1st Qu.: 8800 1st Qu.:128.5 1st Qu.:-205.50
## Median : 100.00 Median : 9200 Median :131.0 Median : 500.00
## Mean : 76.67 Mean : 9277 Mean :133.0 Mean : 69.67
## 3rd Qu.: 415.00 3rd Qu.: 9715 3rd Qu.:136.5 3rd Qu.: 560.00
## Max. : 730.00 Max. :10230 Max. :142.0 Max. : 620.00
## NA's :14 NA's :14 NA's :14 NA's :14
## VR_.ml._2 VR_.PCT._2 Gain_VR_2 TM6_sat_.PCT._2 TM6_.m._2
## Min. :5300 Min. : 88.0 Min. :-1100.0 Min. :88 Min. :363
## 1st Qu.:5650 1st Qu.:152.5 1st Qu.: -680.0 1st Qu.:88 1st Qu.:363
## Median :6000 Median :217.0 Median : -260.0 Median :88 Median :363
## Mean :5813 Mean :186.7 Mean : -286.7 Mean :88 Mean :363
## 3rd Qu.:6070 3rd Qu.:236.0 3rd Qu.: 120.0 3rd Qu.:88 3rd Qu.:363
## Max. :6140 Max. :255.0 Max. : 500.0 Max. :88 Max. :363
## NA's :14 NA's :14 NA's :14 NA's :16 NA's :16
## TM6_.score.borg._2 Calcul_BODE_TM6_2 Gain.TM6_2 mMRC_2
## Min. :7 Min. :0.000 Min. :1 Min. :2.00
## 1st Qu.:7 1st Qu.:3.000 1st Qu.:1 1st Qu.:2.25
## Median :7 Median :3.000 Median :1 Median :2.50
## Mean :7 Mean :2.727 Mean :1 Mean :2.50
## 3rd Qu.:7 3rd Qu.:3.000 3rd Qu.:1 3rd Qu.:2.75
## Max. :7 Max. :3.000 Max. :1 Max. :3.00
## NA's :16 NA's :6 NA's :16 NA's :15
## IMC_2 calcul.bode_2 Complications_a_distance_1.1
## Min. :18.40 Min. :5 Mode:logical
## 1st Qu.:18.90 1st Qu.:5 NA's:17
## Median :19.40 Median :5
## Mean :19.93 Mean :5
## 3rd Qu.:20.70 3rd Qu.:5
## Max. :22.00 Max. :5
## NA's :14 NA's :16
## Complications_a_distance_2.1 Retrait_valve type_retrait
## Mode:logical : 0 : 0
## NA's:17 Non:13 Non :13
## Oui: 4 retrait complet: 2
## retrait partiel: 2
##
##
##
## Date_retrait delais_retrait_valve_mois
## :13 Min. :1.400
## 01/03/2022: 1 1st Qu.:1.550
## 11/01/2022: 1 Median :1.815
## 25/05/2021: 1 Mean :2.340
## sept-21 : 1 3rd Qu.:2.605
## Max. :4.330
## NA's :13
## Raison.retrait.valves
## :13
## Dégradation post T2, retrait 1 valves: 1
## MAJ DYSPNEE, DEGRADATION VEMS, TOUX : 1
## PNO DRAINE ET PNP : 1
## PNO LES 2 FOIS : 1
##
## by(G3,G3$Pose_valves, Hmisc::describe)## G3$Pose_valves: Non
## data[x, , drop = FALSE]
##
## 123 Variables 51 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 51 0 1 Groupe_3
##
## Value Groupe_3
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## Date.consult.initiale
## n missing distinct
## 51 0 42
##
## lowest : 01/02/2021 01/03/2021 01/04/2021 02/04/2021 02/09/2021
## highest: 28/01/2021 29/04/2021 29/07/2021 30/09/2021 31/05/2021
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 51 0 50 1 63.58 10.81 48.22 49.50
## .25 .50 .75 .90 .95
## 57.19 63.43 70.95 76.46 77.37
##
## lowest : 46.77 47.17 48.10 48.34 48.41, highest: 76.67 77.25 77.48 77.84 82.24
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 51 0 2
##
## Value F H
## Frequency 27 24
## Proportion 0.529 0.471
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 51 0 5
##
## lowest : Hopital public Privé Suivi CHUT Ville
## highest: Hopital public Privé Suivi CHUT Ville
##
## Value Hopital public Privé Suivi CHUT
## Frequency 1 16 19 8
## Proportion 0.020 0.314 0.373 0.157
##
## Value Ville
## Frequency 7
## Proportion 0.137
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 51 0 3
##
## Value Non Oui
## Frequency 1 9 41
## Proportion 0.020 0.176 0.804
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 51 0 2
##
## Value Non Oui
## Frequency 19 32
## Proportion 0.373 0.627
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 51 0 2
##
## Value Non Oui
## Frequency 23 28
## Proportion 0.451 0.549
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 51 0 1 Non
##
## Value Non
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_1
## n missing distinct
## 51 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 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 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
## --------------------------------------------------------------------------------
## Raison_non.pose_2
## n missing distinct
## 51 0 8
##
## 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 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré / DLCO trop basse
## highest: 2 Raison paraclinique EFR : VEMS trop élevé 1 / VR trop bas 2 / TM6 trop altéré 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
## 51 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
## 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
## --------------------------------------------------------------------------------
## Raison_non.pose_4
## n missing distinct
## 51 0 3
##
## --------------------------------------------------------------------------------
## Raison_clinique_1
## n missing distinct
## 51 0 8
##
## lowest : Raison clinique : Pas de rehab Raison clinique : Refus du patient Raison clinique : AEG Raison clinique : Atcd chir
## highest: Raison clinique : AEG 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
## 51 0 4
##
## --------------------------------------------------------------------------------
## Raison.clinique_3
## n missing distinct
## 51 0 3
##
## (49, 0.961), Raison clinique : peu symptomatique (mMRC trop elevé) (1, 0.020),
## Raison clinique :Traitement non optimal (1, 0.020)
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_1
## n missing distinct
## 51 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
## 51 0 3
##
## (49, 0.961), Raison paraclinique EFR : TM6 trop altéré (1, 0.020), Raison
## paraclinique EFR :VR trop bas (1, 0.020)
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_1
## n missing distinct
## 51 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
## 51 0 2
##
## Value
## Frequency 50
## Proportion 0.98
##
## Value Raison paraclinique imagerie :pas de cible scinti seule
## Frequency 1
## Proportion 0.02
## --------------------------------------------------------------------------------
## Raison_scissure_perméable
## n missing distinct
## 51 0 4
##
## (34, 0.667), 14 Raison scissure perméable : StratX 1/ Chartis 2 (1, 0.020),
## Raison scissure perméable : Chartis (4, 0.078), Raison scissure perméable :
## StratX (12, 0.235)
## --------------------------------------------------------------------------------
## Raison_clinique_cardio
## n missing distinct
## 51 0 2
##
## Value Raison clinique cardio : HTAP
## Frequency 50 1
## Proportion 0.98 0.02
## --------------------------------------------------------------------------------
## Antécédents
## n missing distinct
## 51 0 4
##
## Value Antécédents : cardiopathie
## Frequency 46 2
## Proportion 0.902 0.039
##
## Value Antécédents : HTAP Antécédents : pneumonie
## Frequency 1 2
## Proportion 0.020 0.039
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct
## 51 0 4
##
## Value actif Non_fumeur Sevré
## Frequency 1 5 4 41
## Proportion 0.020 0.098 0.078 0.804
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 51 0 3
##
## Value Non Oui
## Frequency 1 45 5
## Proportion 0.020 0.882 0.098
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 43 8 22 0.994 1.658 0.08496 1.570 1.572
## .25 .50 .75 .90 .95
## 1.600 1.640 1.700 1.758 1.780
##
## lowest : 1.54 1.55 1.57 1.58 1.59, highest: 1.75 1.76 1.78 1.80 1.83
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 43 8 24 0.998 63.98 12.34 48.2 50.0
## .25 .50 .75 .90 .95
## 56.0 63.0 71.0 78.0 79.9
##
## lowest : 47 48 50 51 52, highest: 76 78 79 80 90
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 44 7 42 1 23.31 4.214 18.79 19.24
## .25 .50 .75 .90 .95
## 20.39 22.93 26.03 27.88 30.73
##
## lowest : 17.01 17.47 18.75 19.03 19.11, highest: 28.13 28.40 31.14 31.64 32.05
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 51 0 4 0.827 3.294 0.7514
##
## Value 1 2 3 4
## Frequency 1 5 23 22
## Proportion 0.020 0.098 0.451 0.431
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 51 0 5
##
## lowest : A A OU B B D , highest: A A OU B B D
##
## Value A A OU B B D
## Frequency 2 2 1 32 14
## Proportion 0.039 0.039 0.020 0.627 0.275
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 51 0 3
##
## Value Non Oui
## Frequency 1 35 15
## Proportion 0.020 0.686 0.294
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 51 0 3
##
## Value Non Oui
## Frequency 2 45 4
## Proportion 0.039 0.882 0.078
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 46 5 5 0.909 2.522 1.08
##
## lowest : 0 1 2 3 4, highest: 0 1 2 3 4
##
## Value 0 1 2 3 4
## Frequency 1 5 17 15 8
## Proportion 0.022 0.109 0.370 0.326 0.174
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct
## 51 0 3
##
## Value Non Oui
## Frequency 1 7 43
## Proportion 0.020 0.137 0.843
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 51 0 3
##
## Value Non Oui
## Frequency 1 23 27
## Proportion 0.020 0.451 0.529
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct
## 51 0 3
##
## Value Non Oui
## Frequency 4 2 45
## Proportion 0.078 0.039 0.882
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 51 0 4
##
## Value Effort Non Repos
## Frequency 3 12 19 17
## Proportion 0.059 0.235 0.373 0.333
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 51 0 5
##
## lowest : ACTIF Apres dressage Non Oui
## highest: ACTIF Apres dressage Non Oui
##
## Value ACTIF Apres dressage Non
## Frequency 3 4 2 11
## Proportion 0.059 0.078 0.039 0.216
##
## Value Oui
## Frequency 31
## Proportion 0.608
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 51 0 3
##
## Value Non Oui
## Frequency 1 49 1
## Proportion 0.020 0.961 0.020
## --------------------------------------------------------------------------------
## Résultats.scanner.STRATX...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## n missing distinct
## 51 0 13
##
## lowest : 0 1 1_2 1_2_4, highest: 3_5 4 4_6 5 6
##
## Value 0 1 1_2 1_2_4 1_4 2 3 3_5 4 4_6
## Frequency 4 16 11 1 1 4 1 1 4 2 1
## Proportion 0.078 0.314 0.216 0.020 0.020 0.078 0.020 0.020 0.078 0.039 0.020
##
## Value 5 6
## Frequency 4 1
## Proportion 0.078 0.020
## --------------------------------------------------------------------------------
## Résultats.StratX...sicissures.incomplètes..80.0..intermédiaires.80.95.1..étanches..95.2
## n missing distinct Info Mean Gmd
## 33 18 3 0.884 1 0.8712
##
## Value 0 1 2
## Frequency 10 13 10
## Proportion 0.303 0.394 0.303
## --------------------------------------------------------------------------------
## Résultats.scinti...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## n missing distinct
## 51 0 11
##
## lowest : 0 1 1_4 1_5, highest: 3 3_5 4 5 6
##
## Value 0 1 1_4 1_5 2 3 3_5 4 5 6
## Frequency 13 13 4 8 1 1 1 2 1 6 1
## Proportion 0.255 0.255 0.078 0.157 0.020 0.020 0.020 0.039 0.020 0.118 0.020
## --------------------------------------------------------------------------------
## X..de.perfusion.du.lobe.traité
## n missing distinct Info Mean Gmd .05 .10
## 11 40 11 1 13.12 13.03 1.25 1.50
## .25 .50 .75 .90 .95
## 3.50 11.00 18.50 24.00 31.00
##
## lowest : 1.0 1.5 3.0 4.0 10.3, highest: 14.5 15.0 22.0 24.0 38.0
##
## Value 1.0 1.5 3.0 4.0 10.3 11.0 14.5 15.0 22.0 24.0 38.0
## 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
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 51 0 3
##
## Value Hètérogène Homogène
## Frequency 17 14 20
## Proportion 0.333 0.275 0.392
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 37 14 35 1 332.6 186.3 38.0 79.8
## .25 .50 .75 .90 .95
## 225.0 353.0 480.0 509.4 520.0
##
## lowest : 0 30 40 42 105, highest: 507 513 518 528 554
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 35 16 18 0.993 82.66 9.287 73.4 76.4
## .25 .50 .75 .90 .95
## 78.5 82.0 90.0 91.6 93.0
##
## lowest : 38 72 74 76 77, highest: 88 90 91 92 93
##
## Value 38 72 74 76 77 78 79 80 81 82 85
## Frequency 1 1 1 1 1 4 3 2 1 3 1
## Proportion 0.029 0.029 0.029 0.029 0.029 0.114 0.086 0.057 0.029 0.086 0.029
##
## Value 86 87 88 90 91 92 93
## Frequency 1 3 2 5 1 1 3
## Proportion 0.029 0.086 0.057 0.143 0.029 0.029 0.086
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd .05 .10
## 33 18 11 0.986 6.909 2.475 3.6 4.0
## .25 .50 .75 .90 .95
## 5.0 7.0 8.0 10.0 10.0
##
## lowest : 2.0 3.0 4.0 5.0 6.0, highest: 7.0 7.5 8.0 9.0 10.0
##
## Value 2.0 3.0 4.0 5.0 6.0 6.5 7.0 7.5 8.0 9.0 10.0
## Frequency 1 1 3 4 2 3 5 1 5 3 5
## Proportion 0.030 0.030 0.091 0.121 0.061 0.091 0.152 0.030 0.152 0.091 0.152
## --------------------------------------------------------------------------------
## BODE_calcul
## n missing distinct Info Mean Gmd
## 35 16 9 0.961 5.314 2.417
##
## lowest : 0 1 3 4 5, highest: 5 6 7 8 9
##
## Value 0 1 3 4 5 6 7 8 9
## Frequency 1 1 2 11 5 5 4 2 4
## Proportion 0.029 0.029 0.057 0.314 0.143 0.143 0.114 0.057 0.114
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 51 0 3
##
## Value HTAP Normale
## Frequency 18 4 29
## Proportion 0.353 0.078 0.569
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 30 21 24 0.998 68.45 11.92 54.39 55.90
## .25 .50 .75 .90 .95
## 62.00 68.45 74.00 82.40 86.00
##
## lowest : 44.0 53.9 55.0 56.0 59.0, highest: 76.0 79.0 82.0 86.0 90.0
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 30 21 22 0.996 40.61 6.726 33.00 33.90
## .25 .50 .75 .90 .95
## 35.50 39.15 46.07 49.00 49.22
##
## lowest : 31.0 33.0 34.0 35.0 37.0, highest: 47.0 47.6 49.0 49.4 50.0
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 42 9 28 0.996 937.1 423.2 501.0 564.0
## .25 .50 .75 .90 .95
## 662.5 800.0 1075.0 1481.0 1918.5
##
## lowest : 470 490 500 520 560, highest: 1500 1700 1930 2000 2100
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 49 2 30 0.998 35.86 14.34 21.0 23.0
## .25 .50 .75 .90 .95
## 28.0 33.0 41.0 55.4 57.6
##
## lowest : 13 15 21 23 24, highest: 55 57 58 67 82
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 37 14 31 0.999 4623 1687 2648 2960
## .25 .50 .75 .90 .95
## 3530 4440 5710 6184 6600
##
## lowest : 1910 2240 2750 2900 3000, highest: 6000 6100 6310 6600 9800
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 49 2 43 1 225.2 70.07 145.0 151.8
## .25 .50 .75 .90 .95
## 175.3 220.0 253.0 300.4 339.6
##
## lowest : 133 140 143 148 151, highest: 302 339 340 344 466
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 39 12 35 0.999 2254 1013 1136 1254
## .25 .50 .75 .90 .95
## 1680 1910 2720 3738 3960
##
## lowest : 1090 1100 1140 1150 1280, highest: 3700 3890 3900 4500 4600
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 40 11 33 0.999 71.83 29.19 40.95 45.90
## .25 .50 .75 .90 .95
## 50.00 65.50 85.50 113.00 113.55
##
## lowest : 38 40 41 45 46, highest: 101 108 113 124 135
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 38 13 33 0.999 6982 2174 4344 5474
## .25 .50 .75 .90 .95
## 5925 7080 8250 9372 9688
##
## lowest : 1060 1190 4900 5180 5600, highest: 9300 9540 9600 10190 10510
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 40 11 32 0.999 838.6 1432 90.95 108.80
## .25 .50 .75 .90 .95
## 124.00 135.00 144.75 161.30 169.10
##
## lowest : 87 90 91 107 109, highest: 161 164 169 171 28348
##
## Value 100 150 28350
## Frequency 11 28 1
## Proportion 0.275 0.700 0.025
##
## For the frequency table, variable is rounded to the nearest 50
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 38 13 23 0.997 61.71 13.86 43.75 50.70
## .25 .50 .75 .90 .95
## 53.75 63.00 70.75 76.00 76.15
##
## lowest : 20 31 46 50 51, highest: 74 75 76 77 82
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 32 19 27 0.999 39.03 18.13 21.10 23.20
## .25 .50 .75 .90 .95
## 26.00 35.00 49.00 58.79 69.40
##
## lowest : 19.0 20.0 22.0 23.0 25.0, highest: 56.9 59.0 64.0 76.0 89.0
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd
## 48 3 1 0 0 0
##
## Value 0
## Frequency 48
## Proportion 1
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 51 0 2
##
## Value Incomplet
## Frequency 48 3
## Proportion 0.941 0.059
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0...retrait.valve..drainage.
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.valve.N.2
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## Date_retrait
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct value
## 51 0 1
##
## Value
## Frequency 51
## Proportion 1
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Délai.de.survenue.des.complications..jours.
## [2] Délai.de.survenue.des.complications..jours._valve.2
## [3] VEMS_.ml._1
## [4] VEMS_.PCT._1
## [5] Gain_VEMS_1
## [6] CVF_.ml._1
## [7] CVF_.PCT._1
## [8] Gain_CVF_1
## [9] CPT_.ml._1
## [10] CPT_.PCT._1
## [11] Gain_CPT
## [12] VR..ml._1
## [13] VR..PCT._1
## [14] Gain_VR_1
## [15] TM6_.m._1
## [16] TM6_sat_.PCT._1
## [17] TM6_.score.borg._1
## [18] Gain_TM6_1
## [19] mMRC_1
## [20] IMC_1
## [21] BODE.calculé_1
## [22] VEMS_.ml._2
## [23] VEMS_.PCT._2
## [24] Gain_VEMS_2
## [25] CVF_.ml._2
## [26] CVF_.PCT._2
## [27] Gain_CVF_2
## [28] CPT_.ml._2
## [29] CPT_.PCT._2
## [30] Gain_CPT_2
## [31] VR_.ml._2
## [32] VR_.PCT._2
## [33] Gain_VR_2
## [34] TM6_sat_.PCT._2
## [35] TM6_.m._2
## [36] TM6_.score.borg._2
## [37] Calcul_BODE_TM6_2
## [38] Gain.TM6_2
## [39] mMRC_2
## [40] IMC_2
## [41] calcul.bode_2
## [42] Complications_a_distance_1.1
## [43] Complications_a_distance_2.1
## [44] delais_retrait_valve_mois
## ------------------------------------------------------------
## G3$Pose_valves: Oui
## data[x, , drop = FALSE]
##
## 123 Variables 17 Observations
## --------------------------------------------------------------------------------
## Groupe
## n missing distinct value
## 17 0 1 Groupe_3
##
## Value Groupe_3
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Date.consult.initiale
## n missing distinct
## 17 0 15
##
## lowest : 01/04/2021 01/07/2021 04/02/2021 04/03/2021 05/03/2021
## highest: 19/02/2021 22/04/2021 23/03/2021 25/01/2021 29/04/2021
##
## 01/04/2021 (1, 0.059), 01/07/2021 (1, 0.059), 04/02/2021 (2, 0.118), 04/03/2021
## (1, 0.059), 05/03/2021 (1, 0.059), 05/08/2021 (1, 0.059), 06/09/2021 (1,
## 0.059), 15/04/2021 (1, 0.059), 16/02/2021 (1, 0.059), 18/02/2021 (1, 0.059),
## 19/02/2021 (1, 0.059), 22/04/2021 (2, 0.118), 23/03/2021 (1, 0.059), 25/01/2021
## (1, 0.059), 29/04/2021 (1, 0.059)
## --------------------------------------------------------------------------------
## age_Cs_initiale
## n missing distinct Info Mean Gmd .05 .10
## 17 0 17 1 63.1 9.077 50.89 53.46
## .25 .50 .75 .90 .95
## 58.93 61.43 68.64 71.38 73.63
##
## lowest : 48.88 51.39 54.84 57.43 58.93, highest: 68.64 69.42 70.80 72.26 79.09
##
## Value 48.88 51.39 54.84 57.43 58.93 60.38 60.83 61.08 61.43 63.89 65.40
## 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 68.04 68.64 69.42 70.80 72.26 79.09
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Sexe
## n missing distinct
## 17 0 2
##
## Value F H
## Frequency 10 7
## Proportion 0.588 0.412
## --------------------------------------------------------------------------------
## Adressé_par
## n missing distinct
## 17 0 4
##
## Value Hopital public Privé Suivi CHUT Ville
## Frequency 4 4 7 2
## Proportion 0.235 0.235 0.412 0.118
## --------------------------------------------------------------------------------
## Vu_en_Cs
## n missing distinct
## 17 0 2
##
## Value Non Oui
## Frequency 4 13
## Proportion 0.235 0.765
## --------------------------------------------------------------------------------
## Vu_en_HDS
## n missing distinct
## 17 0 2
##
## Value Non Oui
## Frequency 3 14
## Proportion 0.176 0.824
## --------------------------------------------------------------------------------
## Critères_AMM_remplis
## n missing distinct
## 17 0 2
##
## Value Non Oui
## Frequency 5 12
## Proportion 0.294 0.706
## --------------------------------------------------------------------------------
## Pose_valves
## n missing distinct value
## 17 0 1 Oui
##
## Value Oui
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_1
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_2
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_3
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_non.pose_4
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_clinique_1
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison.clinique_2
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison.clinique_3
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_1
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_paraclinique._EFR_2
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_1
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_paraclinique._Imagerie_2
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_scissure_perméable
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Raison_clinique_cardio
## n missing distinct value
## 17 0 1
##
## Value
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Antécédents
## n missing distinct
## 17 0 3
##
## Value Antécédents : cardiopathie
## Frequency 14 2
## Proportion 0.824 0.118
##
## Value Antécédents : HTAP
## Frequency 1
## Proportion 0.059
## --------------------------------------------------------------------------------
## Satut_Tabagique
## n missing distinct value
## 17 0 1 Sevré
##
## Value Sevré
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Déficit_alpha
## n missing distinct
## 17 0 2
##
## Value Non Oui
## Frequency 15 2
## Proportion 0.882 0.118
## --------------------------------------------------------------------------------
## taille
## n missing distinct Info Mean Gmd .05 .10
## 17 0 16 0.999 1.687 0.1096 1.548 1.562
## .25 .50 .75 .90 .95
## 1.600 1.700 1.750 1.804 1.818
##
## lowest : 1.54 1.55 1.57 1.59 1.60, highest: 1.73 1.75 1.80 1.81 1.85
##
## Value 1.54 1.55 1.57 1.59 1.60 1.64 1.68 1.69 1.70 1.71 1.72
## 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 1.73 1.75 1.80 1.81 1.85
## Frequency 1 2 1 1 1
## Proportion 0.059 0.118 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## poids
## n missing distinct Info Mean Gmd .05 .10
## 17 0 16 0.999 61.11 12.81 46.0 48.2
## .25 .50 .75 .90 .95
## 54.8 61.0 65.0 72.8 79.6
##
## lowest : 42.0 47.0 49.0 52.0 54.8, highest: 65.0 67.0 70.0 77.0 90.0
##
## Value 42.0 47.0 49.0 52.0 54.8 55.0 60.0 61.0 62.0 63.0 64.0
## 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 65.0 67.0 70.0 77.0 90.0
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## BMI
## n missing distinct Info Mean Gmd .05 .10
## 17 0 17 1 21.41 3.524 15.83 17.54
## .25 .50 .75 .90 .95
## 20.24 21.64 23.39 24.71 26.08
##
## lowest : 14.88 16.07 18.52 19.38 20.24, highest: 23.39 23.80 23.83 26.03 26.30
##
## Value 14.88 16.07 18.52 19.38 20.24 20.45 20.76 21.22 21.64 22.06 22.23
## 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 23.19 23.39 23.80 23.83 26.03 26.30
## Frequency 1 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Stade_BPCO_GOLD_VEMS
## n missing distinct Info Mean Gmd
## 17 0 3 0.755 3.529 0.6324
##
## Value 2 3 4
## Frequency 1 6 10
## Proportion 0.059 0.353 0.588
## --------------------------------------------------------------------------------
## Stade_BPCO_Gold._ABCD
## n missing distinct
## 17 0 2
##
## Value B D
## Frequency 11 6
## Proportion 0.647 0.353
## --------------------------------------------------------------------------------
## Exacerbateur..2an
## n missing distinct
## 17 0 2
##
## Value Non Oui
## Frequency 11 6
## Proportion 0.647 0.353
## --------------------------------------------------------------------------------
## DDB
## n missing distinct
## 17 0 2
##
## Value Non Oui
## Frequency 16 1
## Proportion 0.941 0.059
## --------------------------------------------------------------------------------
## Score.MMRC_0
## n missing distinct Info Mean Gmd
## 17 0 3 0.858 3.235 0.8235
##
## Value 2 3 4
## Frequency 3 7 7
## Proportion 0.176 0.412 0.412
## --------------------------------------------------------------------------------
## Distention.thoracique_VR.175
## n missing distinct value
## 17 0 1 Oui
##
## Value Oui
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## Emphysème_hétérogène_.scan
## n missing distinct
## 17 0 2
##
## Value Non Oui
## Frequency 4 13
## Proportion 0.235 0.765
## --------------------------------------------------------------------------------
## Ttt_BPCO_médicamenteux
## n missing distinct value
## 17 0 1 Oui
##
## Value Oui
## Frequency 17
## Proportion 1
## --------------------------------------------------------------------------------
## OLD
## n missing distinct
## 17 0 3
##
## Value Effort Non Repos
## Frequency 1 4 12
## Proportion 0.059 0.235 0.706
## --------------------------------------------------------------------------------
## Réhab_réalisée
## n missing distinct
## 17 0 3
##
## Value Apres dressage Non Oui
## Frequency 2 2 13
## Proportion 0.118 0.118 0.765
## --------------------------------------------------------------------------------
## Intervention_ttt_emphysème_préalable
## n missing distinct
## 17 0 3
##
## Value AIRFLOW BULLECTOMIE LSD Non
## Frequency 1 1 15
## Proportion 0.059 0.059 0.882
## --------------------------------------------------------------------------------
## Résultats.scanner.STRATX...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## n missing distinct
## 17 0 8
##
## lowest : 1 1_4 2_4 3 3_5, highest: 3 3_5 4 5 6
##
## Value 1 1_4 2_4 3 3_5 4 5 6
## Frequency 1 4 1 3 2 2 3 1
## Proportion 0.059 0.235 0.059 0.176 0.118 0.118 0.176 0.059
## --------------------------------------------------------------------------------
## Résultats.StratX...sicissures.incomplètes..80.0..intermédiaires.80.95.1..étanches..95.2
## n missing distinct Info Mean Gmd
## 16 1 2 0.176 1.938 0.125
##
## Value 1 2
## Frequency 1 15
## Proportion 0.062 0.938
## --------------------------------------------------------------------------------
## Résultats.scinti...pas.de.cible.0...cible.LSD.1...LSD.LM2...LID.3...LSG.4...LIG.5...LM.6
## n missing distinct
## 17 0 8
##
## lowest : 1 1_4 1_4_5_6 3
## highest: 1_4_5_6 3 3_5 5 6
##
## Value 1 1_4 1_4_5_6 3 3_5 5 6
## Frequency 1 3 4 1 1 4 2 1
## Proportion 0.059 0.176 0.235 0.059 0.059 0.235 0.118 0.059
## --------------------------------------------------------------------------------
## X..de.perfusion.du.lobe.traité
## n missing distinct Info Mean Gmd .05 .10
## 11 6 10 0.995 18.06 12.01 3.85 7.70
## .25 .50 .75 .90 .95
## 12.50 19.00 23.75 31.00 32.50
##
## lowest : 0.0 7.7 11.0 14.0 14.5, highest: 19.0 20.0 27.5 31.0 34.0
##
## Value 0.0 7.7 11.0 14.0 14.5 19.0 20.0 27.5 31.0 34.0
## Frequency 1 1 1 1 1 1 2 1 1 1
## Proportion 0.091 0.091 0.091 0.091 0.091 0.091 0.182 0.091 0.091 0.091
## --------------------------------------------------------------------------------
## Stratx...Homogène..15.0_Hétérogène.1
## n missing distinct
## 17 0 3
##
## Value Hètérogène Homogène
## Frequency 1 8 8
## Proportion 0.059 0.471 0.471
## --------------------------------------------------------------------------------
## TM6_.m._0
## n missing distinct Info Mean Gmd .05 .10
## 16 1 14 0.997 271.7 183.9 60.0 64.0
## .25 .50 .75 .90 .95
## 117.8 320.5 394.5 444.5 479.2
##
## lowest : 60 68 111 120 250, highest: 390 408 420 469 510
##
## Value 60 68 111 120 250 305 336 358 362 390 408
## Frequency 2 1 1 2 1 1 1 1 1 1 1
## Proportion 0.125 0.062 0.062 0.125 0.062 0.062 0.062 0.062 0.062 0.062 0.062
##
## Value 420 469 510
## Frequency 1 1 1
## Proportion 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## TM6_.nadir.sat.PCT._0
## n missing distinct Info Mean Gmd .05 .10
## 16 1 13 0.996 84.88 7.117 74.75 77.00
## .25 .50 .75 .90 .95
## 80.75 86.00 89.25 92.00 92.50
##
## lowest : 74 75 79 80 81, highest: 88 89 90 92 94
##
## Value 74 75 79 80 81 84 86 87 88 89 90
## Frequency 1 1 1 1 2 1 2 1 1 1 1
## Proportion 0.062 0.062 0.062 0.062 0.125 0.062 0.125 0.062 0.062 0.062 0.062
##
## Value 92 94
## Frequency 2 1
## Proportion 0.125 0.062
## --------------------------------------------------------------------------------
## TM6_.score.Borg._0
## n missing distinct Info Mean Gmd
## 16 1 6 0.912 7.188 1.467
##
## lowest : 5.0 6.0 6.5 7.0 8.0, highest: 6.0 6.5 7.0 8.0 10.0
##
## Value 5.0 6.0 6.5 7.0 8.0 10.0
## Frequency 2 2 2 2 7 1
## Proportion 0.125 0.125 0.125 0.125 0.438 0.062
## --------------------------------------------------------------------------------
## BODE_calcul
## n missing distinct Info Mean Gmd
## 16 1 8 0.982 6.688 2.992
##
## lowest : 2 4 5 6 7, highest: 6 7 8 9 10
##
## Value 2 4 5 6 7 8 9 10
## Frequency 1 3 2 2 1 2 2 3
## Proportion 0.062 0.188 0.125 0.125 0.062 0.125 0.125 0.188
## --------------------------------------------------------------------------------
## ETT
## n missing distinct
## 17 0 3
##
## Value Autre anomalie HTAP Normale
## Frequency 2 3 12
## Proportion 0.118 0.176 0.706
## --------------------------------------------------------------------------------
## PaO2_AA.mmHg._0
## n missing distinct Info Mean Gmd
## 11 6 8 0.977 68.65 8.284
##
## lowest : 55.6 65.0 65.2 66.0 69.0, highest: 66.0 69.0 71.0 74.0 85.4
##
## Value 55.6 65.0 65.2 66.0 69.0 71.0 74.0 85.4
## Frequency 1 3 1 1 1 1 2 1
## Proportion 0.091 0.273 0.091 0.091 0.091 0.091 0.182 0.091
## --------------------------------------------------------------------------------
## PaCO2_.mmHg._0
## n missing distinct Info Mean Gmd .05 .10
## 14 3 12 0.996 41.89 7.722 32.65 34.14
## .25 .50 .75 .90 .95
## 39.00 40.75 42.60 52.80 54.63
##
## lowest : 32.0 33.0 36.8 39.0 40.0, highest: 41.4 43.0 50.0 54.0 55.8
##
## Value 32.0 33.0 36.8 39.0 40.0 40.5 41.0 41.4 43.0 50.0 54.0
## Frequency 1 1 1 2 1 1 2 1 1 1 1
## Proportion 0.071 0.071 0.071 0.143 0.071 0.071 0.143 0.071 0.071 0.071 0.071
##
## Value 55.8
## Frequency 1
## Proportion 0.071
## --------------------------------------------------------------------------------
## VEMS._mL_0
## n missing distinct Info Mean Gmd .05 .10
## 17 0 13 0.987 794.7 299 400 442
## .25 .50 .75 .90 .95
## 700 790 980 1156 1184
##
## lowest : 400 470 550 700 790, highest: 980 1000 1140 1180 1200
##
## Value 400 470 550 700 790 820 880 900 980 1000 1140
## Frequency 2 1 1 4 1 1 1 1 1 1 1
## Proportion 0.118 0.059 0.059 0.235 0.059 0.059 0.059 0.059 0.059 0.059 0.059
##
## Value 1180 1200
## Frequency 1 1
## Proportion 0.059 0.059
## --------------------------------------------------------------------------------
## VEMS_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 17 0 15 0.998 30.47 12.94 15.6 17.2
## .25 .50 .75 .90 .95
## 24.0 29.0 36.0 44.2 49.4
##
## lowest : 14.0 16.0 18.0 24.0 24.5, highest: 36.0 39.0 42.0 47.5 57.0
##
## Value 14.0 16.0 18.0 24.0 24.5 25.0 29.0 31.0 32.0 34.0 36.0
## Frequency 1 1 1 2 1 2 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.118 0.059 0.118 0.059 0.059 0.059 0.059 0.059
##
## Value 39.0 42.0 47.5 57.0
## Frequency 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 17 0 15 0.998 5625 1502 3880 4080
## .25 .50 .75 .90 .95
## 4790 5700 6700 7344 7560
##
## lowest : 3800 3900 4200 4600 4790, highest: 6700 7000 7240 7500 7800
##
## Value 3800 3900 4200 4600 4790 4800 4900 5700 5830 6260 6700
## Frequency 1 1 1 1 1 1 2 2 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.118 0.059 0.059 0.059
##
## Value 7000 7240 7500 7800
## Frequency 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 17 0 16 0.999 256.6 53.68 204.8 209.0
## .25 .50 .75 .90 .95
## 223.0 240.0 289.0 323.0 338.2
##
## lowest : 200 206 211 214 223, highest: 289 304 315 335 351
##
## Value 200 206 211 214 223 230 231 240 254 259 270
## 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 289 304 315 335 351
## Frequency 1 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## CVF_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 16 1 16 1 2073 688.4 1080 1145
## .25 .50 .75 .90 .95
## 1805 2180 2525 2680 2750
##
## lowest : 1020 1100 1190 1520 1900, highest: 2500 2600 2660 2700 2900
##
## Value 1020 1100 1190 1520 1900 1960 2000 2140 2220 2280 2480
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062
##
## Value 2500 2600 2660 2700 2900
## Frequency 1 1 1 1 1
## Proportion 0.062 0.062 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## CVF_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 16 1 16 1 62.5 24.08 33.75 37.00
## .25 .50 .75 .90 .95
## 48.25 61.50 72.00 91.00 94.00
##
## lowest : 30 35 39 46 49, highest: 70 78 90 92 100
##
## Value 30 35 39 46 49 54 58 61 62 67 69
## Frequency 1 1 1 1 1 1 1 1 1 1 1
## Proportion 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062 0.062
##
## Value 70 78 90 92 100
## Frequency 1 1 1 1 1
## Proportion 0.062 0.062 0.062 0.062 0.062
## --------------------------------------------------------------------------------
## CPT_ml_0
## n missing distinct Info Mean Gmd .05 .10
## 17 0 13 0.987 8078 1657 5960 6084
## .25 .50 .75 .90 .95
## 6900 8400 8900 9646 9782
##
## lowest : 5800 6000 6140 6300 6900, highest: 8900 9400 9610 9700 10111
##
## Value 5800 6000 6140 6300 6900 7070 7900 8400 8900 9400 9610
## Frequency 1 1 1 1 1 1 1 2 4 1 1
## Proportion 0.059 0.059 0.059 0.059 0.059 0.059 0.059 0.118 0.235 0.059 0.059
##
## Value 9700 10111
## Frequency 1 1
## Proportion 0.059 0.059
## --------------------------------------------------------------------------------
## CPT_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 17 0 14 0.996 138.3 16.87 120.8 124.4
## .25 .50 .75 .90 .95
## 129.0 136.0 138.5 158.8 172.0
##
## lowest : 116.0 122.0 126.0 129.0 132.0, highest: 138.5 140.0 152.0 169.0 184.0
##
## Value 116.0 122.0 126.0 129.0 132.0 133.0 134.0 136.0 137.0 138.5 140.0
## Frequency 1 1 1 2 1 1 1 2 2 1 1
## Proportion 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.118 0.118 0.059 0.059
##
## Value 152.0 169.0 184.0
## Frequency 1 1 1
## Proportion 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## VR_CPT_0
## n missing distinct Info Mean Gmd .05 .10
## 17 0 15 0.998 75.05 20.64 60.20 61.54
## .25 .50 .75 .90 .95
## 62.00 69.00 77.00 82.60 104.80
##
## lowest : 57.0 61.0 61.9 62.0 63.0, highest: 77.0 78.0 79.0 88.0 172.0
##
## Value 57.0 61.0 61.9 62.0 63.0 64.0 67.0 69.0 71.0 75.0 77.0
## Frequency 1 1 1 2 1 1 1 2 1 1 1
## Proportion 0.059 0.059 0.059 0.118 0.059 0.059 0.059 0.118 0.059 0.059 0.059
##
## Value 78.0 79.0 88.0 172.0
## Frequency 1 1 1 1
## Proportion 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## DLCO_PCT_0
## n missing distinct Info Mean Gmd .05 .10
## 15 2 12 0.995 28.33 7.295 20.0 20.4
## .25 .50 .75 .90 .95
## 24.0 27.0 32.5 34.0 36.7
##
## lowest : 20 21 23 25 26, highest: 31 32 33 34 43
##
## Value 20 21 23 25 26 27 29 31 32 33 34
## Frequency 2 1 1 1 1 2 1 1 1 1 2
## Proportion 0.133 0.067 0.067 0.067 0.067 0.133 0.067 0.067 0.067 0.067 0.133
##
## Value 43
## Frequency 1
## Proportion 0.067
## --------------------------------------------------------------------------------
## Nbre_valves_posées
## n missing distinct Info Mean Gmd
## 16 1 8 0.972 5.312 2.692
##
## lowest : 2 3 4 5 6, highest: 5 6 7 9 10
##
## Value 2 3 4 5 6 7 9 10
## Frequency 1 4 2 1 3 3 1 1
## Proportion 0.062 0.250 0.125 0.062 0.188 0.188 0.062 0.062
## --------------------------------------------------------------------------------
## Résultats_Chartis
## n missing distinct
## 17 0 2
##
## Value Complete Incomplet
## Frequency 16 1
## Proportion 0.941 0.059
## --------------------------------------------------------------------------------
## Lobe_choisi
## n missing distinct
## 17 0 6
##
## lowest : LID LIG LM LSD LSD LM, highest: LIG LM LSD LSD LM LSG
##
## Value LID LIG LM LSD LSD LM LSG
## Frequency 3 5 1 4 1 3
## Proportion 0.176 0.294 0.059 0.235 0.059 0.176
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.la.valve.N.1
## n missing distinct
## 17 0 15
##
## lowest : 01/09/2021 02/06/2021 03/08/2021 06/04/2022 07/04/2021
## highest: 21/10/2021 24/02/2021 27/10/2021 30/06/2021 31/03/2021
##
## 01/09/2021 (1, 0.059), 02/06/2021 (2, 0.118), 03/08/2021 (1, 0.059), 06/04/2022
## (1, 0.059), 07/04/2021 (1, 0.059), 08/06/2021 (1, 0.059), 08/12/2021 (1,
## 0.059), 15/09/2021 (1, 0.059), 17/11/2021 (1, 0.059), 19/01/2022 (1, 0.059),
## 21/10/2021 (1, 0.059), 24/02/2021 (1, 0.059), 27/10/2021 (1, 0.059), 30/06/2021
## (1, 0.059), 31/03/2021 (2, 0.118)
## --------------------------------------------------------------------------------
## Complications.pose_0
## n missing distinct
## 17 0 5
##
## lowest : Exacerbation BPCO Pneumatocèle Pneumomédiastin Pneumothorax
## highest: Exacerbation BPCO Pneumatocèle Pneumomédiastin Pneumothorax
##
## Value Exacerbation BPCO Pneumatocèle
## Frequency 12 2 1
## Proportion 0.706 0.118 0.059
##
## Value Pneumomédiastin Pneumothorax
## Frequency 1 1
## Proportion 0.059 0.059
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications_0
## n missing distinct
## 17 0 6
##
## lowest : 01/04/2021 06/04/2022 08/04/2021 17/04/2021
## highest: 01/04/2021 06/04/2022 08/04/2021 17/04/2021 19/10/2021
##
## Value 01/04/2021 06/04/2022 08/04/2021 17/04/2021 19/10/2021
## Frequency 12 1 1 1 1 1
## Proportion 0.706 0.059 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours.
## n missing distinct Info Mean Gmd
## 5 12 4 0.95 4.2 7
##
## Value 0 1 2 17
## Frequency 1 2 1 1
## Proportion 0.2 0.4 0.2 0.2
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_0...retrait.valve..drainage.
## n missing distinct
## 17 0 6
##
## lowest : CORTICO AEROSOLS DRAINAGE SI, RETRAIT D UNE VALVE HOSPIT CTC AEROSOLS ras
## highest: CORTICO AEROSOLS DRAINAGE SI, RETRAIT D UNE VALVE HOSPIT CTC AEROSOLS ras SI OHD ATB, hématopneumatocèle surinfecté avec hemoptysie
## --------------------------------------------------------------------------------
## Date.de.la.pose.de.valve.N.2
## n missing distinct
## 17 0 13
##
## lowest : 01/03/2022 03/05/2022 11/01/2022 11/10/2021
## highest: 23/11/2021 28/07/2021 28/09/2021 29/06/2021 31/08/2021
##
## (5, 0.294), 01/03/2022 (1, 0.059), 03/05/2022 (1, 0.059), 11/01/2022 (1,
## 0.059), 11/10/2021 (1, 0.059), 17/12/2021 (1, 0.059), 20/07/2021 (1, 0.059),
## 22/06/2021 (1, 0.059), 23/11/2021 (1, 0.059), 28/07/2021 (1, 0.059), 28/09/2021
## (1, 0.059), 29/06/2021 (1, 0.059), 31/08/2021 (1, 0.059)
## --------------------------------------------------------------------------------
## Complications.pose
## n missing distinct
## 17 0 4
##
## Value Exacerbation BPCO Mort
## Frequency 12 2 1
## Proportion 0.706 0.118 0.059
##
## Value Pneumothorax
## Frequency 2
## Proportion 0.118
## --------------------------------------------------------------------------------
## date.de.survenue.des.complications
## n missing distinct
## 17 0 5
##
## lowest : 01/03/2022 06/05/2022 17/10/2021 27/07/2021
## highest: 01/03/2022 06/05/2022 17/10/2021 27/07/2021
##
## Value 01/03/2022 06/05/2022 17/10/2021 27/07/2021
## Frequency 13 1 1 1 1
## Proportion 0.765 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## Délai.de.survenue.des.complications..jours._valve.2
## n missing distinct Info Mean Gmd
## 4 13 4 1 4 4
##
## Value 0 3 6 7
## Frequency 1 1 1 1
## Proportion 0.25 0.25 0.25 0.25
## --------------------------------------------------------------------------------
## PEC.en.charge.des.complications_1...retrait.valve..drainage.
## n missing distinct
## 17 0 6
##
## lowest : ATB CTC ATB IV POUR SURINF A PYO DRAINAGE SI, RETRAIT D UNE VALVE DRAINAGE, PAS DE REEXPANSION DONC RETRAIT VALVE
## highest: ATB CTC ATB IV POUR SURINF A PYO DRAINAGE SI, RETRAIT D UNE VALVE DRAINAGE, PAS DE REEXPANSION DONC RETRAIT VALVE Pneumothorax, drainé, tamponnade gazeuse avec deces
## --------------------------------------------------------------------------------
## VEMS_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 14 3 12 0.991 950.7 325.4 571.5 616.0
## .25 .50 .75 .90 .95
## 815.0 980.0 1015.0 1268.0 1411.5
##
## lowest : 500 610 630 810 830, highest: 1000 1020 1170 1310 1600
##
## Value 500 610 630 810 830 870 960 1000 1020 1170 1310
## Frequency 1 1 1 1 1 1 1 3 1 1 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.214 0.071 0.071 0.071
##
## Value 1600
## Frequency 1
## Proportion 0.071
## --------------------------------------------------------------------------------
## VEMS_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 14 3 13 0.998 37.36 16.01 22.95 24.30
## .25 .50 .75 .90 .95
## 27.50 33.50 41.00 54.20 63.00
##
## lowest : 21 24 25 27 29, highest: 38 42 50 56 76
##
## Value 21 24 25 27 29 32 35 36 38 42 50
## Frequency 1 1 1 1 1 2 1 1 1 1 1
## Proportion 0.071 0.071 0.071 0.071 0.071 0.143 0.071 0.071 0.071 0.071 0.071
##
## Value 56 76
## Frequency 1 1
## Proportion 0.071 0.071
## --------------------------------------------------------------------------------
## Gain_VEMS_1
## n missing distinct Info Mean Gmd .05 .10
## 14 3 14 1 92.86 252.1 -266.5 -182.0
## .25 .50 .75 .90 .95
## -17.5 135.0 205.0 334.0 361.0
##
## lowest : -390 -200 -140 -50 80, highest: 190 210 320 340 400
##
## Value -390 -200 -140 -50 80 100 130 140 170 190 210
## 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 320 340 400
## Frequency 1 1 1
## Proportion 0.071 0.071 0.071
## --------------------------------------------------------------------------------
## CVF_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 13 4 13 1 2483 894.6 1400 1490
## .25 .50 .75 .90 .95
## 2150 2400 3140 3400 3522
##
## lowest : 1310 1460 1610 2150 2200, highest: 2820 3140 3200 3450 3630
##
## Value 1310 1460 1610 2150 2200 2230 2400 2680 2820 3140 3200
## 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 3450 3630
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## CVF_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 13 4 12 0.997 76.62 28.31 47.8 52.2
## .25 .50 .75 .90 .95
## 58.0 78.0 93.0 103.8 115.2
##
## lowest : 43 51 57 58 60, highest: 82 93 95 106 129
##
## Value 43 51 57 58 60 66 78 82 93 95 106
## Frequency 1 1 1 1 1 1 2 1 1 1 1
## Proportion 0.077 0.077 0.077 0.077 0.077 0.077 0.154 0.077 0.077 0.077 0.077
##
## Value 129
## Frequency 1
## Proportion 0.077
## --------------------------------------------------------------------------------
## Gain_CVF_1
## n missing distinct Info Mean Gmd .05 .10
## 13 4 13 1 477.7 753.6 -376 -218
## .25 .50 .75 .90 .95
## 180 290 850 1376 1490
##
## lowest : -550 -260 -50 180 240, highest: 680 850 1240 1410 1610
##
## Value -550 -260 -50 180 240 270 290 300 680 850 1240
## 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 1410 1610
## Frequency 1 1
## Proportion 0.077 0.077
## --------------------------------------------------------------------------------
## CPT_.ml._1
## n missing distinct Info Mean Gmd .05 .10
## 14 3 13 0.998 7536 1831 5600 5690
## .25 .50 .75 .90 .95
## 6242 7630 8480 9732 9864
##
## lowest : 5600 5900 6200 6370 6400, highest: 8300 8540 9480 9840 9910
##
## Value 5600 5900 6200 6370 6400 7330 7930 8110 8300 8540 9480
## Frequency 2 1 1 1 1 1 1 1 1 1 1
## Proportion 0.143 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071
##
## Value 9840 9910
## Frequency 1 1
## Proportion 0.071 0.071
## --------------------------------------------------------------------------------
## CPT_.PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 14 3 12 0.996 124 24.59 88.5 115.4
## .25 .50 .75 .90 .95
## 122.2 125.0 134.5 141.6 152.0
##
## lowest : 43 113 121 122 123, highest: 128 130 136 144 167
##
## Value 43 113 121 122 123 124 126 128 130 136 144
## Frequency 1 1 1 1 2 1 1 1 1 2 1
## Proportion 0.071 0.071 0.071 0.071 0.143 0.071 0.071 0.071 0.071 0.143 0.071
##
## Value 167
## Frequency 1
## Proportion 0.071
## --------------------------------------------------------------------------------
## Gain_CPT
## n missing distinct Info Mean Gmd .05 .10
## 14 3 12 0.991 -308.6 663.7 -1108.5 -812.0
## .25 .50 .75 .90 .95
## -700.0 -220.5 132.5 349.0 463.0
##
## lowest : -1570 -860 -700 -470 -240, highest: -100 210 230 400 580
##
## Value -1570 -860 -700 -470 -240 -201 -200 -100 210 230 400
## Frequency 1 1 3 1 1 1 1 1 1 1 1
## Proportion 0.071 0.071 0.214 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071
##
## Value 580
## Frequency 1
## Proportion 0.071
## --------------------------------------------------------------------------------
## VR..ml._1
## n missing distinct Info Mean Gmd .05 .10
## 14 3 14 1 4559 1328 2490 3048
## .25 .50 .75 .90 .95
## 3955 4850 5262 5787 6010
##
## lowest : 2100 2700 3860 3940 4000, highest: 5120 5310 5570 5880 6250
##
## Value 2100 2700 3860 3940 4000 4490 4800 4900 4910 5120 5310
## 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 5570 5880 6250
## Frequency 1 1 1
## Proportion 0.071 0.071 0.071
## --------------------------------------------------------------------------------
## VR..PCT._1
## n missing distinct Info Mean Gmd .05 .10
## 14 3 13 0.998 215.8 41.2 173.4 186.3
## .25 .50 .75 .90 .95
## 191.8 209.0 243.5 261.4 271.1
##
## lowest : 150 186 187 191 194, highest: 222 236 246 268 277
##
## Value 150 186 187 191 194 200 207 211 222 236 246
## Frequency 1 1 1 1 1 1 1 1 1 1 2
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.071 0.143
##
## Value 268 277
## Frequency 1 1
## Proportion 0.071 0.071
## --------------------------------------------------------------------------------
## Gain_VR_1
## n missing distinct Info Mean Gmd .05 .10
## 14 3 14 1 -770.7 855.1 -1898 -1856
## .25 .50 .75 .90 .95
## -1122 -760 -140 -3 63
##
## lowest : -1930 -1880 -1800 -1130 -1100, highest: -260 -100 -10 0 180
##
## Value -1930 -1880 -1800 -1130 -1100 -930 -920 -600 -310 -260 -100
## 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 -10 0 180
## Frequency 1 1 1
## Proportion 0.071 0.071 0.071
## --------------------------------------------------------------------------------
## TM6_.m._1
## n missing distinct Info Mean Gmd
## 8 9 8 1 385.6 127.2
##
## lowest : 160 276 375 420 425, highest: 420 425 467 476 486
##
## Value 160 276 375 420 425 467 476 486
## 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_sat_.PCT._1
## n missing distinct Info Mean Gmd
## 8 9 6 0.976 85.25 6.5
##
## lowest : 79 80 84 85 90, highest: 80 84 85 90 92
##
## Value 79 80 84 85 90 92
## Frequency 1 2 1 1 1 2
## Proportion 0.125 0.250 0.125 0.125 0.125 0.250
## --------------------------------------------------------------------------------
## TM6_.score.borg._1
## n missing distinct Info Mean Gmd
## 8 9 5 0.94 6.125 1.893
##
## lowest : 3 5 6 7 8, highest: 3 5 6 7 8
##
## Value 3 5 6 7 8
## Frequency 1 1 3 1 2
## Proportion 0.125 0.125 0.375 0.125 0.250
## --------------------------------------------------------------------------------
## Gain_TM6_1
## n missing distinct Info Mean Gmd
## 8 9 8 1 79.25 98.21
##
## lowest : -45 -24 63 68 77, highest: 68 77 160 165 170
##
## Value -45 -24 63 68 77 160 165 170
## 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_1
## n missing distinct Info Mean Gmd
## 7 10 4 0.911 2.571 1.143
##
## Value 1 2 3 4
## Frequency 1 2 3 1
## Proportion 0.143 0.286 0.429 0.143
## --------------------------------------------------------------------------------
## IMC_1
## n missing distinct Info Mean Gmd .05 .10
## 14 3 12 0.996 21.76 3.427 17.30 18.30
## .25 .50 .75 .90 .95
## 19.62 22.00 23.73 25.00 25.35
##
## lowest : 16.0 18.0 19.0 19.5 20.0, highest: 23.0 23.5 23.8 25.0 26.0
##
## Value 16.0 18.0 19.0 19.5 20.0 21.9 22.0 23.0 23.5 23.8 25.0
## Frequency 1 1 1 1 1 1 2 1 1 1 2
## Proportion 0.071 0.071 0.071 0.071 0.071 0.071 0.143 0.071 0.071 0.071 0.143
##
## Value 26.0
## Frequency 1
## Proportion 0.071
## --------------------------------------------------------------------------------
## BODE.calculé_1
## n missing distinct Info Mean Gmd
## 7 10 5 0.964 3.714 2.381
##
## lowest : 0 2 4 5 6, highest: 0 2 4 5 6
##
## Value 0 2 4 5 6
## Frequency 1 1 2 2 1
## Proportion 0.143 0.143 0.286 0.286 0.143
## --------------------------------------------------------------------------------
## Complications_a_distance_1
## n missing distinct
## 17 0 6
##
## lowest : Exacerbation BPCO Douleurs thoraciques Majoration dyspnée Pneumonie
## highest: Exacerbation BPCO Douleurs thoraciques Majoration dyspnée Pneumonie Pneumothorax
##
## Value Exacerbation BPCO Douleurs thoraciques
## Frequency 8 1 2
## Proportion 0.471 0.059 0.118
##
## Value Majoration dyspnée Pneumonie Pneumothorax
## Frequency 4 1 1
## Proportion 0.235 0.059 0.059
## --------------------------------------------------------------------------------
## Complications_a_distance_2
## n missing distinct
## 17 0 5
##
## lowest : Exacerbation BPCO Autre Majoration dyspnée Pneumonie
## highest: Exacerbation BPCO Autre Majoration dyspnée Pneumonie
##
## Value Exacerbation BPCO Autre
## Frequency 13 1 1
## Proportion 0.765 0.059 0.059
##
## Value Majoration dyspnée Pneumonie
## Frequency 1 1
## Proportion 0.059 0.059
## --------------------------------------------------------------------------------
## Prise_en_charge_complications_1
## n missing distinct
## 17 0 9
##
## lowest : AEROSOLS ATB IV DECOMP CARDIAQUE G, HOSPIT EN 05/2022 MAJ DYSPNEE ET PROBABLE DYSFONCTION VALVE AVEC REEXPANSION
## highest: EN 05/2022 MAJ DYSPNEE ET PROBABLE DYSFONCTION VALVE AVEC REEXPANSION HOSPIT,PNP LID PUIS PNO DRAIN RETRAIT VALVES RETRAIT VALVES (TOUX AUSSI) révision valves : remplacement de 2 valves non fonctionnelles VALVES DYSFONCTIONNELLES, 1 REMPLAC2E PAR 2
## --------------------------------------------------------------------------------
## VEMS_.ml._2
## n missing distinct Info Mean Gmd
## 3 14 3 1 1027 333.3
##
## Value 800 980 1300
## Frequency 1 1 1
## Proportion 0.333 0.333 0.333
## --------------------------------------------------------------------------------
## VEMS_.PCT._2
## n missing distinct Info Mean Gmd
## 3 14 3 1 30.33 6
##
## Value 27 28 36
## Frequency 1 1 1
## Proportion 0.333 0.333 0.333
## --------------------------------------------------------------------------------
## Gain_VEMS_2
## n missing distinct Info Mean Gmd
## 3 14 2 0.75 106.7 13.33
##
## Value 100 120
## Frequency 2 1
## Proportion 0.667 0.333
## --------------------------------------------------------------------------------
## CVF_.ml._2
## n missing distinct Info Mean Gmd
## 3 14 3 1 2517 633.3
##
## Value 2000 2600 2950
## Frequency 1 1 1
## Proportion 0.333 0.333 0.333
## --------------------------------------------------------------------------------
## CVF_.PCT._2
## n missing distinct Info Mean Gmd
## 3 14 3 1 59.33 7.333
##
## Value 55 57 66
## Frequency 1 1 1
## Proportion 0.333 0.333 0.333
## --------------------------------------------------------------------------------
## Gain_CVF_2
## n missing distinct Info Mean Gmd
## 3 14 3 1 76.67 886.7
##
## Value -600 100 730
## Frequency 1 1 1
## Proportion 0.333 0.333 0.333
## --------------------------------------------------------------------------------
## CPT_.ml._2
## n missing distinct Info Mean Gmd
## 3 14 3 1 9277 1220
##
## Value 8400 9200 10230
## Frequency 1 1 1
## Proportion 0.333 0.333 0.333
## --------------------------------------------------------------------------------
## CPT_.PCT._2
## n missing distinct Info Mean Gmd
## 3 14 3 1 133 10.67
##
## Value 126 131 142
## Frequency 1 1 1
## Proportion 0.333 0.333 0.333
## --------------------------------------------------------------------------------
## Gain_CPT_2
## n missing distinct Info Mean Gmd
## 3 14 3 1 69.67 1021
##
## Value -911 500 620
## Frequency 1 1 1
## Proportion 0.333 0.333 0.333
## --------------------------------------------------------------------------------
## VR_.ml._2
## n missing distinct Info Mean Gmd
## 3 14 3 1 5813 560
##
## Value 5300 6000 6140
## Frequency 1 1 1
## Proportion 0.333 0.333 0.333
## --------------------------------------------------------------------------------
## VR_.PCT._2
## n missing distinct Info Mean Gmd
## 3 14 3 1 186.7 111.3
##
## Value 88 217 255
## Frequency 1 1 1
## Proportion 0.333 0.333 0.333
## --------------------------------------------------------------------------------
## Gain_VR_2
## n missing distinct Info Mean Gmd
## 3 14 3 1 -286.7 1067
##
## Value -1100 -260 500
## Frequency 1 1 1
## Proportion 0.333 0.333 0.333
## --------------------------------------------------------------------------------
## TM6_sat_.PCT._2
## n missing distinct Info Mean Gmd
## 1 16 1 0 88 NA
##
## Value 88
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## TM6_.m._2
## n missing distinct Info Mean Gmd
## 1 16 1 0 363 NA
##
## Value 363
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## TM6_.score.borg._2
## n missing distinct Info Mean Gmd
## 1 16 1 0 7 NA
##
## Value 7
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Calcul_BODE_TM6_2
## n missing distinct Info Mean Gmd
## 11 6 2 0.25 2.727 0.5455
##
## Value 0 3
## Frequency 1 10
## Proportion 0.091 0.909
## --------------------------------------------------------------------------------
## Gain.TM6_2
## n missing distinct Info Mean Gmd
## 1 16 1 0 1 NA
##
## Value 1
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## mMRC_2
## n missing distinct Info Mean Gmd
## 2 15 2 1 2.5 1
##
## Value 2 3
## Frequency 1 1
## Proportion 0.5 0.5
## --------------------------------------------------------------------------------
## IMC_2
## n missing distinct Info Mean Gmd
## 3 14 3 1 19.93 2.4
##
## Value 18.4 19.4 22.0
## Frequency 1 1 1
## Proportion 0.333 0.333 0.333
## --------------------------------------------------------------------------------
## calcul.bode_2
## n missing distinct Info Mean Gmd
## 1 16 1 0 5 NA
##
## Value 5
## Frequency 1
## Proportion 1
## --------------------------------------------------------------------------------
## Retrait_valve
## n missing distinct
## 17 0 2
##
## Value Non Oui
## Frequency 13 4
## Proportion 0.765 0.235
## --------------------------------------------------------------------------------
## type_retrait
## n missing distinct
## 17 0 3
##
## Value Non retrait complet retrait partiel
## Frequency 13 2 2
## Proportion 0.765 0.118 0.118
## --------------------------------------------------------------------------------
## Date_retrait
## n missing distinct
## 17 0 5
##
## lowest : 01/03/2022 11/01/2022 25/05/2021 sept-21
## highest: 01/03/2022 11/01/2022 25/05/2021 sept-21
##
## Value 01/03/2022 11/01/2022 25/05/2021 sept-21
## Frequency 13 1 1 1 1
## Proportion 0.765 0.059 0.059 0.059 0.059
## --------------------------------------------------------------------------------
## delais_retrait_valve_mois
## n missing distinct Info Mean Gmd
## 4 13 4 1 2.34 1.537
##
## Value 1.40 1.60 2.03 4.33
## Frequency 1 1 1 1
## Proportion 0.25 0.25 0.25 0.25
## --------------------------------------------------------------------------------
## Raison.retrait.valves
## n missing distinct
## 17 0 5
##
## lowest : Dégradation post T2, retrait 1 valves MAJ DYSPNEE, DEGRADATION VEMS, TOUX PNO DRAINE ET PNP PNO LES 2 FOIS
## highest: Dégradation post T2, retrait 1 valves MAJ DYSPNEE, DEGRADATION VEMS, TOUX PNO DRAINE ET PNP PNO LES 2 FOIS
##
## (13, 0.765), Dégradation post T2, retrait 1 valves (1, 0.059), MAJ DYSPNEE,
## DEGRADATION VEMS, TOUX (1, 0.059), PNO DRAINE ET PNP (1, 0.059), PNO LES 2 FOIS
## (1, 0.059)
## --------------------------------------------------------------------------------
##
## Variables with all observations missing:
##
## [1] Complications_a_distance_1.1 Complications_a_distance_2.1G3_valves <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/Groupe_3/G3_valves.csv", stringsAsFactors=TRUE)t.test(G3_valves$VEMS._mL_0,G3_valves$VEMS_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G3_valves$VEMS._mL_0 and G3_valves$VEMS_.ml._1
## t = -1.5739, df = 13, p-value = 0.1395
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -220.31323 34.59895
## sample estimates:
## mean of the differences
## -92.85714t.test(G3_valves$VEMS._mL_0,G3_valves$VEMS_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G3_valves$VEMS._mL_0 and G3_valves$VEMS_.ml._2
## t = -16, df = 2, p-value = 0.003884
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -135.35102 -77.98232
## sample estimates:
## mean of the differences
## -106.6667t.test(G3_valves$TM6_.m._0,G3_valves$TM6_.m._1, paired = TRUE)##
## Paired t-test
##
## data: G3_valves$TM6_.m._0 and G3_valves$TM6_.m._1
## t = -2.1633, df = 6, p-value = 0.07374
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -144.306767 8.878195
## sample estimates:
## mean of the differences
## -67.71429pas assez d’observation pour faire une analyse exploitable
t.test(G3_valves$VR_ml_0,G3_valves$VR..ml._1, paired = TRUE)##
## Paired t-test
##
## data: G3_valves$VR_ml_0 and G3_valves$VR..ml._1
## t = 3.9447, df = 13, p-value = 0.001678
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 348.6171 1192.8115
## sample estimates:
## mean of the differences
## 770.7143t.test(G3_valves$VR_ml_0,G3_valves$VR_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G3_valves$VR_ml_0 and G3_valves$VR_.ml._2
## t = 0.62039, df = 2, p-value = 0.5983
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -1701.471 2274.805
## sample estimates:
## mean of the differences
## 286.6667t.test(G3_valves$CVF_ml_0,G3_valves$CVF_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G3_valves$CVF_ml_0 and G3_valves$CVF_.ml._1
## t = -2.3031, df = 11, p-value = 0.0418
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -749.67365 -16.99302
## sample estimates:
## mean of the differences
## -383.3333t.test(G3_valves$CVF_ml_0,G3_valves$CVF_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G3_valves$CVF_ml_0 and G3_valves$CVF_.ml._2
## t = -0.19959, df = 2, p-value = 0.8603
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -1729.381 1576.047
## sample estimates:
## mean of the differences
## -76.66667t.test(G3_valves$CPT_ml_0,G3_valves$CPT_.ml._1, paired = TRUE)##
## Paired t-test
##
## data: G3_valves$CPT_ml_0 and G3_valves$CPT_.ml._1
## t = 2.0072, df = 13, p-value = 0.06598
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -23.54647 640.83219
## sample estimates:
## mean of the differences
## 308.6429t.test(G3_valves$CPT_ml_0,G3_valves$CPT_.ml._2, paired = TRUE)##
## Paired t-test
##
## data: G3_valves$CPT_ml_0 and G3_valves$CPT_.ml._2
## t = -0.14173, df = 2, p-value = 0.9003
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -2184.659 2045.326
## sample estimates:
## mean of the differences
## -69.66667G1_G2 <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/G1_G2.csv", stringsAsFactors=TRUE)t.test(G1_G2$Gain_VEMS_1~ G1_G2$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G2$Gain_VEMS_1 by G1_G2$Groupe
## t = 0.034634, df = 34, p-value = 0.9726
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -235.7085 243.8818
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 218.8235 214.7368t.test(G1_G2$Gain_VEMS_2~ G1_G2$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G2$Gain_VEMS_2 by G1_G2$Groupe
## t = -0.63362, df = 25, p-value = 0.5321
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -256.4425 135.7758
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 78.33333 138.66667t.test(G1_G2$Gain_CVF_1 ~ G1_G2$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G2$Gain_CVF_1 by G1_G2$Groupe
## t = -0.22876, df = 34, p-value = 0.8204
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -521.5223 415.9928
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 408.2353 461.0000t.test(G1_G2$Gain_CVF_2~ G1_G2$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G2$Gain_CVF_2 by G1_G2$Groupe
## t = -0.87427, df = 23, p-value = 0.391
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -819.2242 332.4839
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 197.2727 440.6429t.test(G1_G2$Gain_CPT ~ G1_G2$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G2$Gain_CPT by G1_G2$Groupe
## t = 2.1515, df = 34, p-value = 0.03863
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 23.08816 809.81586
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## -76.70588 -493.15789t.test(G1_G2$Gain_CPT_2 ~ G1_G2$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G2$Gain_CPT_2 by G1_G2$Groupe
## t = 1.4087, df = 23, p-value = 0.1723
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -165.5145 872.0599
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## -66.72727 -420.00000t.test(G1_G2$Gain_VR_1 ~ G1_G2$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G2$Gain_VR_1 by G1_G2$Groupe
## t = 2.8146, df = 34, p-value = 0.008064
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## 256.2803 1587.6826
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## -141.1765 -1063.1579t.test(G1_G2$Gain_VR_2 ~ G1_G2$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G2$Gain_VR_2 by G1_G2$Groupe
## t = 1.6725, df = 23, p-value = 0.108
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -187.0833 1766.5638
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## -64.54545 -854.28571t.test(G1_G2$Gain_TM6_1 ~ G1_G2$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G2$Gain_TM6_1 by G1_G2$Groupe
## t = -0.86476, df = 30, p-value = 0.394
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -122.32691 49.54913
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 12.00000 48.38889t.test(G1_G2$Gain_TM6_2 ~ G1_G2$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G2$Gain_TM6_2 by G1_G2$Groupe
## t = -0.41705, df = 18, p-value = 0.6816
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -126.78829 84.78829
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 19.5 40.5t.test(G1_G2$BODE.calculé_1~ G1_G2$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G2$BODE.calculé_1 by G1_G2$Groupe
## t = 1.4977, df = 30, p-value = 0.1447
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.3433997 2.2322886
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 4.500000 3.555556t.test(G1_G2$calcul.bode_2~ G1_G2$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G2$calcul.bode_2 by G1_G2$Groupe
## t = 0.88098, df = 18, p-value = 0.3899
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -1.442448 3.525781
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_2
## 4.625000 3.583333G2_G3 <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/G2_G3.csv", stringsAsFactors=TRUE)t.test(G2_G3$Gain_VEMS_1~ G2_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G2_G3$Gain_VEMS_1 by G2_G3$Groupe
## t = 1.7535, df = 31, p-value = 0.08939
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -19.87719 263.63659
## sample estimates:
## mean in group Groupe_2 mean in group Groupe_3
## 214.73684 92.85714t.test(G2_G3$Gain_VEMS_2~ G2_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G2_G3$Gain_VEMS_2 by G2_G3$Groupe
## t = 0.34149, df = 16, p-value = 0.7372
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -166.6499 230.6499
## sample estimates:
## mean in group Groupe_2 mean in group Groupe_3
## 138.6667 106.6667t.test(G2_G3$Gain_CVF_1 ~ G2_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G2_G3$Gain_CVF_1 by G2_G3$Groupe
## t = -0.075252, df = 30, p-value = 0.9405
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -469.7081 436.3235
## sample estimates:
## mean in group Groupe_2 mean in group Groupe_3
## 461.0000 477.6923t.test(G2_G3$Gain_CVF_2~ G2_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G2_G3$Gain_CVF_2 by G2_G3$Groupe
## t = 1.3347, df = 15, p-value = 0.2019
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -217.2692 945.2216
## sample estimates:
## mean in group Groupe_2 mean in group Groupe_3
## 440.64286 76.66667t.test(G2_G3$Gain_CPT ~ G2_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G2_G3$Gain_CPT by G2_G3$Groupe
## t = -0.97372, df = 31, p-value = 0.3377
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -570.9933 201.9632
## sample estimates:
## mean in group Groupe_2 mean in group Groupe_3
## -493.1579 -308.6429t.test(G2_G3$Gain_CPT_2 ~ G2_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G2_G3$Gain_CPT_2 by G2_G3$Groupe
## t = -1.2375, df = 15, p-value = 0.2349
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -1333.0628 353.7295
## sample estimates:
## mean in group Groupe_2 mean in group Groupe_3
## -420.00000 69.66667t.test(G2_G3$Gain_VR_1 ~ G2_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G2_G3$Gain_VR_1 by G2_G3$Groupe
## t = -1.1276, df = 31, p-value = 0.2681
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -821.3922 236.5050
## sample estimates:
## mean in group Groupe_2 mean in group Groupe_3
## -1063.1579 -770.7143t.test(G2_G3$Gain_VR_2 ~ G2_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G2_G3$Gain_VR_2 by G2_G3$Groupe
## t = -1.1373, df = 15, p-value = 0.2733
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -1631.450 496.212
## sample estimates:
## mean in group Groupe_2 mean in group Groupe_3
## -854.2857 -286.6667t.test(G2_G3$Gain_TM6_1 ~ G2_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G2_G3$Gain_TM6_1 by G2_G3$Groupe
## t = -0.60375, df = 24, p-value = 0.5517
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -136.35909 74.63687
## sample estimates:
## mean in group Groupe_2 mean in group Groupe_3
## 48.38889 79.25000t.test(G2_G3$Gain_TM6_2 ~ G2_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G2_G3$Gain_TM6_2 by G2_G3$Groupe
## t = 0.32712, df = 11, p-value = 0.7497
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -226.2691 305.2691
## sample estimates:
## mean in group Groupe_2 mean in group Groupe_3
## 40.5 1.0t.test(G2_G3$BODE.calculé_1~ G2_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G2_G3$BODE.calculé_1 by G2_G3$Groupe
## t = -0.19122, df = 23, p-value = 0.85
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -1.875885 1.558425
## sample estimates:
## mean in group Groupe_2 mean in group Groupe_3
## 3.555556 3.714286t.test(G2_G3$calcul.bode_2~ G2_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G2_G3$calcul.bode_2 by G2_G3$Groupe
## t = -0.47873, df = 11, p-value = 0.6415
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -7.929852 5.096518
## sample estimates:
## mean in group Groupe_2 mean in group Groupe_3
## 3.583333 5.000000G1_G3 <- read.csv2("C:/Users/mallah.s/Desktop/Stats et Theses/Valves_Lucile/G1_G3.csv", stringsAsFactors=TRUE)t.test(G1_G3$Gain_VEMS_1~ G1_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G3$Gain_VEMS_1 by G1_G3$Groupe
## t = 0.90567, df = 29, p-value = 0.3726
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -158.4968 410.4295
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_3
## 218.82353 92.85714t.test(G1_G3$Gain_VEMS_2~ G1_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G3$Gain_VEMS_2 by G1_G3$Groupe
## t = -0.14691, df = 13, p-value = 0.8855
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -444.9731 388.3064
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_3
## 78.33333 106.66667t.test(G1_G3$Gain_CVF_1 ~ G1_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G3$Gain_CVF_1 by G1_G3$Groupe
## t = -0.25818, df = 28, p-value = 0.7982
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -620.5231 481.6091
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_3
## 408.2353 477.6923t.test(G1_G3$Gain_CVF_2~ G1_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G3$Gain_CVF_2 by G1_G3$Groupe
## t = 0.20291, df = 12, p-value = 0.8426
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -1174.469 1415.681
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_3
## 197.27273 76.66667t.test(G1_G3$Gain_CPT ~ G1_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G3$Gain_CPT by G1_G3$Groupe
## t = 1.0405, df = 29, p-value = 0.3067
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -223.9602 687.8342
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_3
## -76.70588 -308.64286t.test(G1_G3$Gain_CPT_2 ~ G1_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G3$Gain_CPT_2 by G1_G3$Groupe
## t = -0.29595, df = 12, p-value = 0.7723
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -1140.5351 867.7472
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_3
## -66.72727 69.66667t.test(G1_G3$Gain_VR_1 ~ G1_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G3$Gain_VR_1 by G1_G3$Groupe
## t = 1.7202, df = 29, p-value = 0.09606
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -118.9687 1378.0444
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_3
## -141.1765 -770.7143t.test(G1_G3$Gain_VR_2 ~ G1_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G3$Gain_VR_2 by G1_G3$Groupe
## t = 0.23664, df = 12, p-value = 0.8169
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -1823.014 2267.256
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_3
## -64.54545 -286.66667t.test(G1_G3$Gain_TM6_1 ~ G1_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G3$Gain_TM6_1 by G1_G3$Groupe
## t = -1.6545, df = 20, p-value = 0.1136
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -152.03959 17.53959
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_3
## 12.00 79.25t.test(G1_G3$Gain_TM6_2 ~ G1_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G3$Gain_TM6_2 by G1_G3$Groupe
## t = 0.17317, df = 7, p-value = 0.8674
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -234.1163 271.1163
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_3
## 19.5 1.0t.test(G1_G3$BODE.calculé_1~ G1_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G3$BODE.calculé_1 by G1_G3$Groupe
## t = 0.91818, df = 19, p-value = 0.37
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -1.005353 2.576782
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_3
## 4.500000 3.714286t.test(G1_G3$calcul.bode_2~ G1_G3$Groupe, var.equal=TRUE)##
## Two Sample t-test
##
## data: G1_G3$calcul.bode_2 by G1_G3$Groupe
## t = -0.16568, df = 7, p-value = 0.8731
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -5.72698 4.97698
## sample estimates:
## mean in group Groupe_1 mean in group Groupe_3
## 4.625 5.000