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arXiv AI By Hongkang Chu, Yifan Shen, Tianjiao Yu, Zhuoqing Zhong, Jianguo Cao, Meihuan Huang, Xu Cao

MedCaseAgent: From Multimodal Clinical Evidence to Rare Disease Case Reports

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MedCaseAgent is an end‑to‑end agentic reasoning system that generates publication‑quality rare disease case reports from unstructured clinical notes. It combines patient‑level data mining with iterative, tool‑integrated reasoning, dynamically querying medical literature and knowledge bases to maintain clinical fidelity and assess case novelty. The framework is modular, supports multiple backbone LLMs, and is accompanied by a new multimodal case‑report corpus (MedCase‑150K) and evaluation suite (MedCase‑Bench).

Machine-generated by The Flow from the publisher's headline and feed description — not written or checked by a human. The full article lives at arXiv AI.

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