Can Post-Training Turn LLMs into Good Medical Coders? An Empirical Study of Generative ICD Coding

Ziqing Wang, Weihao Li, Shijie Chen +2

Automated International Classification of Diseases (ICD) coding is a core medical-coding task for billing, epidemiology, and clinical decision support. Generative large language mo…