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arXiv9h ago
5.0

SynDocDis: A Metadata-Driven Framework for Generating Synthetic Physician Discussions Using Large Language Models

Beny Rubinstein, Sergio Matos

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty7/10
Categorypaper
Topics
llmsynthetic-datahealthcarereasoning

Opportunity Brief

Build a pipeline that generates synthetic physician-physician clinical discussions to bootstrap medical reasoning agents. This addresses the massive privacy bottleneck in clinical data training.

Suggested repo: med-chat-synth

"Stop waiting for HIPAA-cleared data; generate your own high-fidelity clinical consultations."

Estimated effort: 40h