Explainable AI in medicine: challenges of integrating XAI into the future clinical routine

Future AI systems may need to provide medical professionals with explanations of AI predictions and decisions. While current XAI methods match these requirements in principle, they are too inflexible and not sufficiently geared toward clinicians’ needs to fulfill this role. This paper offers a conce...

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Bibliographic Details
Main Authors: Tim Räz, Aurélie Pahud De Mortanges, Mauricio Reyes
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Radiology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fradi.2025.1627169/full
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