From Physician Expertise to Clinical Agents: Preserving, Standardizing, and Scaling Physicians' Medical Expertise with Lightweight LLM

Researchers developed Med-Shicheng, a framework that enables lightweight LLMs to learn and transfer medical expertise from distinguished physicians. Built on a 1.5B parameter model, it achieves performance comparable to much larger models like GPT-5 while running on resource-constrained hardware.