Preprint
Aug 2026
From Reasoning to Pixels: Grounded Medical Multimodal LLMs for VQA and Segmentation
Although Multimodal Large Language Models (MLLMs) have demonstrated impressive performance in Medical Visual Question Answering (Med-VQA), their reliance on global image features often lacks precise pixel-level grounding, thereby limiting clinical trustworthiness. To bridge the semantic gap between high-level clinical...
Hao-Wen Gu, Gen-Sheng Pei, Junxiong Mao et al.
· 0 citations