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De-Qiang Qiu

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#machine learning Preprint Sep 2026

XAI-Refine: An Automated Explanation-Knowledge Loop for Brain-Age Prediction

XAI-Refine is proposed, an automated explanation-knowledge loop for brain-age prediction from resting-state functional connectivity that consolidates complementary post-hoc analyses across repeated training runs into reliable, structured model explanations and proposes a structured route from post-hoc analysis to evide...

Yang Qiao, Jun-Jie Wu, De-Qiang Qiu et al. · 0 citations