Table 4. Performance of AutoPrognosis in the diabetic patient subgroup.
Model | AUC-ROC (No diabetes) | AUC-ROC (Diabetes) |
---|---|---|
Framingham score | 0.724 ± 0.004 | 0.578 ± 0.018 |
AutoPrognosis | 0.774 ± 0.005 | 0.713 ± 0.010 |
Performance of AutoPrognosis and the Framingham score validated separately on a testing cohort of diabetic patients (1,790 participants), and a testing cohort of non-diabetic patients (40,570 participants) via 10-fold cross-validation. AutoPrognosis was trained using the entire training cohort that combines both diabetic and non-diabetic individuals (381,244 participants).