Baseline characteristics
hypertension, chest pain, CHD, prediabetes or diabetes
MYOCARDIAL INFARCTION, CORONARY HEART DISEASE, HYPERTENSION
3527 participants in total had previously been identified as having prediabetes or diabetes after inclusion and exclusion. Table Weighted baseline characteristics.Abbreviations: ALB, albumin; BMI, body mass index; BUN, blood urea nitrogen; CHD, coronary heart disease; CR, creatinine; DIA, diastolic; eGFR, estimated glomerular filtration rate; HDL, high density lipoprotein; MI, myocardial infarction; PIR, poverty‐to‐income ratio; SYS, systolic; TCHOL, total cholesterol; TG, triglyceride; UA, uric acid; WC, waist circumference.The total population consisted of 2469 individuals in the training set and 1058 individuals in the validation set. The training and validation sets were divided into two groups according to the presence or absence of HF. The training set was statistically significant in age, race, education, marital status, smoking status, BMI, WC, PIR, sedentary time, physical activity time, serum UA, serum CR, serum urea nitrogen, serum ALB, TCHOL, eGFR, diastolic blood pressure, coronary heart disease condition, chest pain condition, myocardial infarction condition, hypertension condition, and taking glucose‐lowering medication condition (