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ROC curves of different networks. InceptionV3, ResNet50, InceptionResNetV2, InceptionV3+SE Block, ResNet50+SE Block, InceptionResNetV2+SE Block, InceptionV3+BCNNs, ResNet50+BCNNs, and InceptionResNetV2+BCNNs models are trained with images with 40× magnification factor. The AUC value of models with SE Block and BCNNs are higher than those of the networks without integrated fine-grained feature-based methods.
