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Classification performance of AlexNet and GoogLeNet trained from scratch and fine-tuned from pre-trained model. (A–D) ROC curves of data test on five validated models of AlexNet, GoogLeNet, pre-trained AlexNet and pre-trained GoogLeNet, respectively. (E) Performance measures table, including training loss, validation loss, validation accuracy, test accuracy and test AUC, of the four models.
