Fig. 9: Performance comparison of models with different reconstruction losses on the In-house Test Set.

a Shows the ROC curves and AUC for molecular biomarker diagnosis. b Displays the confusion matrices for pathology types diagnosis. c Illustrates the attention score distribution of the original sequences features and the reconstructed sequences features.