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...

Celý popis

Podrobná bibliografie

Hlavní autoři:	Jafaridarabjerdi Mahin, Lin Li
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Frontiers Media S.A. 2026-06-01
Edice:	Frontiers in Bioengineering and Biotechnology
Témata:	evidential deep learning multimodal fusion skin lesion triage Swin Transformer uncertainty quantification
On-line přístup:	https://www.frontiersin.org/articles/10.3389/fbioe.2026.1859844/full
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!