MDKLoss: Medicine domain knowledge loss for skin lesion recognition
MDKLoss: Medicine domain knowledge loss for skin lesion recognition
About this item
Full title
Author / Creator
Zhang, Li , Xiao, Xiangling , Wen, Ju and Li, Huihui
Publisher
United States: AIMS Press
Journal title
Language
English
Formats
Publication information
Publisher
United States: AIMS Press
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Scope and Contents
Contents
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, mos...
Alternative Titles
Full title
MDKLoss: Medicine domain knowledge loss for skin lesion recognition
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_a7d9cbe4a3b94613b3d782d3139e1ff2
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_a7d9cbe4a3b94613b3d782d3139e1ff2
Other Identifiers
ISSN
1551-0018
E-ISSN
1551-0018
DOI
10.3934/mbe.2024118
