SFT followed by GRPO improves LLM accuracy and reasoning recall in disease classification from radiology reports on three radiologist-annotated datasets.
Evaluating GPT-V4 (GPT-4 with vision) on detection of radiologic findings on chest radiographs.Radiology, 311(2):e233270, 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.