Figure 1.

Flow diagram illustrating exclusion criteria and 5-fold cross-validation procedure

Prevalent cardiovascular disease included coronary artery disease, myocardial infarction, stroke, heart failure, and peripheral vascular disease. Five-fold cross-validation was used to select a range of models for subsequent clinician-review (Figure 2).