Covid_ml
Reid Shaw
1/23/2022
from Mar. 17 2020 to Dec. 13 2021, there are 4766 COVID positive patients
## min max
## 1 2020-03-17 2021-12-13
Patient demographics, vitals, comorbidities
## [1] "hsp_account_id" "mrn"
## [3] "pat_name" "dob"
## [5] "gender" "race"
## [7] "ethnic" "pt_age"
## [9] "death_date" "admit_dt"
## [11] "disch_dt" "los"
## [13] "covid_positive" "disch_disposition"
## [15] "admitting_service" "ht"
## [17] "wt" "bmi"
## [19] "icu" "cath_lab"
## [21] "vent" "vaccine_first"
## [23] "vaccine_last" "first_hr_dt"
## [25] "first_hr" "first_temp_dt"
## [27] "first_temp" "first_bp_dt"
## [29] "first_bp" "first_O2_dt"
## [31] "first_O2" "first_rr_dt"
## [33] "first_rr" "first_O2_device_dt"
## [35] "first_O2_device" "CharlestonScore"
## [37] "AIDS_HIV" "malignancy"
## [39] "cvd" "COPD"
## [41] "CHF" "Dementia"
## [43] "diabetes_without_comp" "diabetes_with_comp"
## [45] "Hemiplegia" "Metastatic_Solid_Tumor"
## [47] "Mild_Liver_Disease" "Moderate_Severe_Liver_Disease"
## [49] "MI" "Peptic_Ulcer_Disease"
## [51] "PVD" "Renal_Disease"
## [53] "Rheumatic_disease"
Majority of patients are discharged home.
There are 170 unique lab values, some values are missing
Top 30 lab values are within CBC and BMP, very few missing values
