Fig. 1. Comparison of ROC curves of LNM prediction in the main cohort by four models.

a ROC curves in the cross-validation set, b ROC in testing set, and c decision curves in the testing set. (SM statistical model, RM traditional radiomics model, NTLR nontransfer learning radiomics, TLR transfer learning radiomics).