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. Author manuscript; available in PMC: 2021 Nov 1.
Published in final edited form as: Int J Med Inform. 2020 Sep 11;143:104270. doi: 10.1016/j.ijmedinf.2020.104270

Table 2.

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.)