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ROC curve of the six-category classification model. The three blue lines represent the mean ROC curves over the ResNet50, ResNet101, and ResNet152 runs. Each triangular point represents the results of one dermatologist. Results suggested that the mean performance of the dermatologists was lower than that of the models for most diseases. ROC: receiver operating characteristic.
