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arXiv6h ago
5.5

Evo-MedAgent: Beyond One-Shot Diagnosis with Agents That Remember, Reflect, and Improve

Weixiang Shen, Bailiang Jian, Jun Li, Che Liu, Johannes Moll, Xiaobin Hu, Daniel Rueckert, Hongwei Bran Li, Jiazhen Pan

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Analysis

Viral velocity
low
Implementation gapYES
Novelty8/10
Categorypaper
Topics
agentsmedicalmemoryreasoning

Opportunity Brief

Develop an open-source medical agent framework that implements long-term episodic memory for diagnostic reasoning. Build a system that allows LLM agents to store past diagnostic cases and retrieve relevant prior experiences to refine current clinical judgments.

Suggested repo: med-memory

"Give your medical AI the ability to learn from its past diagnostic mistakes."

Estimated effort: 60h