New Framework Combines Explainable AI and Out-of-Distribution Validation for Brain Tumor MRI Classification

Researchers propose a clinical decision support framework for brain tumor MRI classification that integrates attention-guided learning, explainable AI, and out-of-distribution validation to improve trustworthiness beyond accuracy alone.

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1. 2026-11-03 05:00 · arXiv cs.CV
   A Trustworthy Clinical Decision Support Framework for Brain Tumor MRI Classification: Integrating Attention-Guided Learning, Explainable AI, and Out-of-Distribution Validation