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papersSEP 10 04:00 UTC

LatentDx: Multi-Agent Communication Framework for Cross-Hospital Rare-Disease Diagnosis

A new arXiv paper introduces LatentDx, a multi-agent approach designed to help hospitals collaborate on diagnosing rare diseases. The paper notes that more than 300 million people live with over 7,000 rare conditions, and no individual hospital sees enough cases of any one condition to develop reliable diagnostic expertise. The framework addresses this by allowing the diagnosing institution to exchange information with other hospitals through latent communication between agents.

multi-agent/healthcare/rare-disease/arxiv