Reinforcement Learning Improves LLM Accuracy and Reasoning in Disease Classification from Radiology Reports

Yishu Wei, Yi Lin, Adam Flanders +2

Accurate disease classification from radiology reports is essential for many applications. While supervised fine-tuning (SFT) of lightweight LLMs improves accuracy, it can degrade…