Exploring the clinical value of concept-based AI explanations in gastrointestinal disease detection

This study focuses on qualitatively evaluating the clinical usefulness of a selection of XAI methods. Feedback from gastroenterologists shows that their XAI preferences vary: Not all prefer receiving model explanations in the clinic, and their…

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