Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2608.27856.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

FedEHR-Agents proposes a federated framework where autonomous clinical LLM agents at different hospitals collaborate by sharing modeling experience and meta-prompts rather than patient data, using TextGrad-based prompt refinement and evidence-guided aggregation to improve automated EHR modeling across multi-hospital benchmarks.

Frames experience and prompt sharing as a federation object for multi-agent systems under privacy constraints, a transferable pattern beyond the clinical setting.

Cited by

No citations on record.