Kai-Ze Ding

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

LatentDx is introduced, a latent multi-agent communication framework in which hospital agents keep private clinical records and retrieved cases local, and send compact latent KV blocks to a host agent for rare-disease diagnosis, which improves cross-hospital diagnostic performance while reducing reconstructable clinica...