Preprint
Aug 2026
From Reasoning to Pixels: Grounded Medical Multimodal LLMs for VQA and Segmentation
By generating evidence masks that are strictly consistent with textual diagnoses, \textsc{MedREAL} provides a robust, interpretable framework for reasoning-driven medical image analysis.
Hao-Wen Gu, Gen-Sheng Pei, Junxiong Mao et al.
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