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Vision transformer-based uncertainty quantification for triaging skin lesions: a probabilistic framework for automated biopsy recommendation

IntroductionAutomated skin lesion detection systems based on deep learning have been found to have significant potential in melanoma triage, but have not been widely used in clinical practice because they use visual features to make predictions (without patient history) and make definitive predictio...

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Bibliografische Detailangaben
Hauptverfasser: Jafaridarabjerdi Mahin, Lin Li
Format: Artigo
Sprache:Inglês
Veröffentlicht: Frontiers Media S.A. 2026-06-01
Schriftenreihe:Frontiers in Bioengineering and Biotechnology
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Online-Zugang:https://www.frontiersin.org/articles/10.3389/fbioe.2026.1859844/full
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