MDKLoss: Medicine domain knowledge loss for skin lesion recognition

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 h...

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Bibliographic Details
Main Authors: Li Zhang, Xiangling Xiao, Ju Wen, Huihui Li
Format: Article
Language:English
Published: AIMS Press 2024-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2024118?viewType=HTML