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

Excerpt

arXiv:2606.13945v2 Announce Type: replace Abstract: Rare diseases affect over $300$ million patients across more than $7{,}000$ conditions, yet no single hospital encounters enough cases of any one condition for reliable diagnosis. Cross-hospital collaboration could help by allowing a diagnosing institution to use distributed, case-specific diagnostic evidence, but privacy regulations restrict the transmission of identifiable clinical text across institutional boundaries. This setting raises two