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. 2020 Aug 2;21:321. doi: 10.1186/s12882-020-01980-w

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.)