Fig. 3

Receiver operating characteristic (ROC) curves of the developed models using various algorithms. DenseNet-121 (orange line) exhibits the highest area under the ROC curve, suggesting the highest performance in terms of quality in both (a) the internal data training and (b) the external validation study.