XAI-Refine: An Automated Explanation-Knowledge Loop for Brain-Age Prediction
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arXiv:2609.09388v1 Announce Type: new Abstract: Brain-age prediction models are commonly evaluated by predictive accuracy, yet accurate predictions alone do not establish that a model relies on reproducible or neurobiologically supported mechanisms. Post-hoc explanation methods can expose these mec…
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- 2026-09-10 04:00 · arXiv cs.LG
XAI-Refine: An Automated Explanation-Knowledge Loop for Brain-Age Prediction