Interpretable machine learning for precision cognitive aging

IntroductionMachine performance has surpassed human capabilities in various tasks, yet the opacity of complex models limits their adoption in critical fields such as healthcare. Explainable AI (XAI) has emerged to address this by enhancing transparency and trust in AI decision-making. However, a per...

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Bibliographic Details
Main Authors: Abdoul Jalil Djiberou Mahamadou, Emma A. Rodrigues, Vasily Vakorin, Violaine Antoine, Sylvain Moreno
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2025.1560064/full
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