Role-Specialized Mixture-of-Agents with Open-Weight LLMs for Clinical Prediction
A role-specialized Mixture-of-Agents (MoA) that combines medical knowledge retrieval with contrastive similar-patient reasoning is studied, placing role design as a key factor in privacy-constrained, training-free clinical LLM prediction.
Jun Hou, Yi Fang, Xuan Wang
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