Adapting General-Purpose AI for Specialized Medical Applications: A Comprehensive Framework and Challenges

While general-purpose large language models (LLMs) show promise in medicine, adapting them for specialized medical AI applications requires a systematic framework encompassing model development, optimization, and system engineering to address unique challenges and ensure safe and effective deployment.