Identification and Progression of Heart Disease Risk Factors in Diabetic Patients from Longitudinal Electronic Health Records

Table 1

Overview of risk factors, indicator attribute, and time attribute.

Risk factor	Indicator attribute	Time attribute
CAD	Mention, event, test result, and symptom	Before DCT, during DCT, and after DCT
Diabetes	Mention, high A1c, and high glucose	Before DCT, during DCT, and after DCT
Family history	Present, not present	Not applicable
Hyperlipidemia	Mention, high cholesterol, and high LDL	Before DCT, during DCT, and after DCT
Hypertension	Mention, high blood pressure	Before DCT, during DCT, and after DCT
Medication	ACE inhibitors, ACE inhibitors ARBs, amylin, antidiabetes medications, aspirin, beta-blockers, calcium-channel blockers, DPP-4 inhibitors, ezetimibe, fibrates, GLP-1 agonists, insulin, meglitinides, metformin, niacin, nitrates, obesity, statins, sulfonylureas, thiazide diuretics, thiazolidinediones, and thienopyridines	Before DCT, during DCT, and after DCT
Obesity	Mention, BMI, and waist circumference	Before DCT, during DCT, and after DCT
Smoking history	Current, past, ever, never, and unknown	Not applicable