Table 2 Feature summary of the HF dataset
Phenotypic Domain | Phenotypes | Notes |
|---|---|---|
Demographics | Age, Gender | Value refers to the last year of observation |
Physical Characteristics | Body mass index (BMI) | Values are the average of all observations |
Lifestyle | Drug use, Alcohol use, Smoking habits | Value refers to the last year of observation |
Laboratory | Sodium, Potassium, Bicarbonate, Urea, Creatinine, GFR, Fasting Glucose, Hemoglobin, Platelet count, RDW, NT-proBNP, Ferritin, Uric Acid, Sedimentation Rate | Values are the average of all observations. |
Comorbidities | Ischemic Cardiomyopathy, Hypertension, Diabetes, Atrial Fibrillation, Cerebrovascular Disease, Valvular Disease, Chronic Kidney Disease, Anaemia, Chronic Obstructive Pulmonary Disease, Obesity | Value refers to the last year of observation |
Patient complexity | Number of non-chronic diseases, Number of chronic diseases, Number of ICD-9 codes, Number of consultations | Value refers to the last year of observation |