Primary ICD Category Prediction using LLM-based Probing

Chengyuan Liu, Xinyue Zhang, Yao Li +1

Objective: ICD codes are central to reimbursement, research, and population health surveillance, yet automated coding systems often struggle to integrate diagnostic signals from bo…