Beyond ICD Codes: Semantic IDs for Generative Medical Coding

Yihang Cheng, Qian Zhang, Yonghui +3

Generative approaches to automatic International Classification of Diseases (ICD) coding use large language models (LLMs) to predict ICD codes from clinical documents. However, ori…