A domain knowledge-based interpretable deep learning system for improving clinical breast ultrasound...
A domain knowledge-based interpretable deep learning system for improving clinical breast ultrasound diagnosis
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Publisher
London: Nature Publishing Group UK
Journal title
Language
English
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Publication information
Publisher
London: Nature Publishing Group UK
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Contents
Background
Though deep learning has consistently demonstrated advantages in the automatic interpretation of breast ultrasound images, its black-box nature hinders potential interactions with radiologists, posing obstacles for clinical deployment.
Methods
We proposed a domain knowledge-based interpretable deep learning system for improving...
Alternative Titles
Full title
A domain knowledge-based interpretable deep learning system for improving clinical breast ultrasound diagnosis
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TN_cdi_doaj_primary_oai_doaj_org_article_65eb8cb1c48f4cd08ce659cefda91cd8
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_65eb8cb1c48f4cd08ce659cefda91cd8
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ISSN
2730-664X
E-ISSN
2730-664X
DOI
10.1038/s43856-024-00518-7
