Tsao et al. [52] proposed an interpretable prediction for diabetic retinopathy based on support vector machines and artificial neural networks; the model identified high-DR-risk population in terms of the discriminative feature insulin treatment and duration of diabetes selected by decision tree and logistic regression. This evidence concerns the gene INS and diabetes mellitus.