Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization

Wataru Kawakami, Keita Suzuki, Junichiro Iwasawa

Large Language Models (LLMs) show potential in medicine, yet clinical adoption is hindered by concerns over factual accuracy, language-specific limitations (e.g., Japanese), and cr…