AI outperformed every dermatologist in dermoscopic melanoma diagnosis, using an optimized deep-CNN architecture with custom mini-batch logic and loss function.

ORI’s val_loss is always smaller than that of BON, however, the value faces an increasing trend from epoch 20 to 50.

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However, only the val_loss of BLF is stable and has a decreasing trend from epoch 20 to 50.

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