Fig. 3

Performance of the deep learning model on the cross-validation set. A Receiver operating characteristic (ROC) curves of tenfold cross-validation. The mean ROC curve with an AUC of 0.962 was obtained by interpolating the ROC curves for tenfolds. Gray shading indicates ± 1 SD of the mean curve. B Confusion matrix of the proposed model on the cross-validation set