Wei Zhang

RegionFM: Interpretable Region-Based Brain MRI Classification Using Foundation Model Embeddings

The results show that RegionFM maintains performance comparable to less interpretable fine-tuning approaches while providing anatomically grounded explanations, and better aligns model explanations with anatomy-based clinical reasoning while maintaining competitive predictive performance.