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The human factor in explainable artificial intelligence: clinician variability in trust, reliance, and performance

Abstract Explainable Artificial Intelligence (XAI) is proposed as essential for high-risk applications like healthcare, where it aims to enhance user trust. However, studies often rely on automated metrics rather than user evaluation. We adapt a prototype-based XAI model for image-based gestational...

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Bibliografiske detaljer
Principais autores: Angus Nicolson, Elizabeth Bradburn, Yarin Gal, Aris T. Papageorghiou, J. Alison Noble
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2025-11-01
Serier:npj Digital Medicine
Online adgang:https://doi.org/10.1038/s41746-025-02023-0
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