Figure 4.

Comparing the performance of ML-based risk calculator and the statistically derived risk factors for (A) conventional risk factors and (B) integrated risk factors. (A) Given the 14 CCVRF, the performance of CVRC_{ML (conventional)} was compared against the 12 types of CVRC_{Stat (conventional)}. (B) Given the integrated risk factors, the performance of CVRC_{ML (integrated)} was compared against the CVRC_{Stat (integrated)} (AECRS2.0). The black arrow in Figure 4A indicates the dotted black colored, receiver operating characteristics curve of the CVRC_{ML (conventional)} with 14 CCVRF. CVRC_ML, ML-based cardiovascular risk calculator; CVRC_Stat, statistically derived cardiovascular risk calculator; FRS, Framingham Risk Score; UKPDS56, United Kingdom Prospective Diabetes Study 56; RRS, Reynold Risk Score; ASCVD, atherosclerosis CVD calculator by ACC/AHA; SCORE, Systematic Coronary Risk Evaluation chart; WHO, World Health Organization chart; FRS (Stroke), Framingham Stroke Risk Calculator; MSRC, My_Stroke Risk Calculator; AECRS2.0, AtheroEdge Composite Risk Score version 2.