SFT followed by GRPO improves LLM accuracy and reasoning recall in disease classification from radiology reports on three radiologist-annotated datasets.
CheXpert plus: Augmenting a large chest X-ray dataset with text radiology reports, patient demographics and additional image formats.arXiv [cs.CL], 29 May 2024
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Reinforcement Learning Improves LLM Accuracy and Reasoning in Disease Classification from Radiology Reports
SFT followed by GRPO improves LLM accuracy and reasoning recall in disease classification from radiology reports on three radiologist-annotated datasets.