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Tianming Liu

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Preprint Aug 2026

MSM-Mem: A Universal Medical Structured Multimodal Memory Framework for Medical AI Agents

Clinical decision-making is inherently experience-driven: physicians progressively refine their reasoning by synthesizing patient history, multimodal observations, and prior diagnostic experiences across interactions. In contrast, current multimodal large language model (MLLM)-based medical AI agents largely operate as...

M. Jabin, K. Lê, Lin Zhao et al. · 0 citations

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