Hierarchical skin lesion image classification with prototypical decision tree
Hierarchical skin lesion image classification with prototypical decision tree
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Publisher
London: Nature Publishing Group UK
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Language
English
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Publisher
London: Nature Publishing Group UK
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Contents
Traditional disease classification models often disregard the clinical significance of misclassifications and lack interpretability. To overcome these challenges, we propose a hierarchical prototypical decision tree (HPDT) for skin lesion classification. HPDT combines prototypical networks and decision trees, leveraging a class hierarchy to guide i...
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Full title
Hierarchical skin lesion image classification with prototypical decision tree
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TN_cdi_doaj_primary_oai_doaj_org_article_622be13d228e462c9851c54f0cc25a78
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_622be13d228e462c9851c54f0cc25a78
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ISSN
2398-6352
E-ISSN
2398-6352
DOI
10.1038/s41746-024-01395-z
