Fig. 1: ROC curves of the training and testing set.

a Area under the ROC curve for the attention-based WSIs deep learning model for predicting LNM in ESCC of the validation set; b The model was used in the test set to predict LNM in ESD specimens. ROC receiver operating characteristic, AUC area under the curve.