MDKLoss: Medicine domain knowledge loss for skin lesion recognition
Li Zhang,
Xiangling Xiao,
Ju Wen
et al.
Abstract:<abstract><p>Methods based on deep learning have shown good advantages in skin lesion recognition. However, the diversity of lesion shapes and the influence of noise disturbances such as hair, bubbles, and markers leads to large intra-class differences and small inter-class similarities, which existing methods have not yet effectively resolved. In addition, most existing methods enhance the performance of skin lesion recognition by improving deep learning models without considering the guidance of … Show more
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