TABLE II.

Medical Factors in the Diabetes Dataset.

Ontology	Examples
Demographics	Sex, Age, Race, Zip Code
Diagnoses	e.g., Diabetes mellitus with complications, Thyroid disorders, Hypertensive disease, Pulmonary heart disease, Heart failure, Aneurysm, Skin infections, Abnormal glucose tolerance test, Family history of diabetes mellitus
Procedures (CPT or ICD9)	e.g., Procedure on single vessel, Insertion of intraocular lens prosthesis at time of cataract extraction, Venous catheterization, Hemodialysis, Transfusion of packed cells
Admissions	e.g., Diabetes (with and without) complications, Heart failure and shock, Deep Vein Thrombophlebitis, Renal failure, Chest pain, Chronic obstructive pulmonary disease, Nutritional. & misc metabolic disorders, Bone Diseases & Arthropathies, Kidney & urinary tract infections, Acute myocardial infarction, O.R. procedures for obesity, Hypertension
Service by Department	Inpatient (admit), Inpatient (observe), Outpatient, Emergency Room