Table 1.
Clinical variables extracted for the study cohort
| Feature Category | # of Variables | Details |
|---|---|---|
| Demographics (Demo) | 3 | Age, race, gender; |
| Vitals (Vitals) | 5 | BMI, diastolic BP, systolic BP, pulse, temperature; |
| Lab tests (Lab) | 14 | Albumin, ALT, AST, Ammonia, Calcium, BUN, Bilirubin, CK-MB, CK, Glucose, Lipase, Platelets, Troponin, WBC; |
| Admission diagnoses (DRG) | 315 |
University Health System Consortium (UHC) APR-DRG; (e.g. liver transplant, heart &/or lung transplant, etc.) |
| Medications (MED) | 1271 |
All medications are mapped to RxNorm ingredient; (e.g. lithium carbonate, pentostatin, ospemifene, oxybutynin, etc.) |
| Medical History (CCS) | 280 |
ICD9 codes mapped to CCS major diagnoses. (e.g. Nervous system congenital anomalies, other congenital anomalies, etc.) |