Meng-Xuan Li

Privacy-Aware Distillation of Large Language Models for Enhanced Multimorbidity Scoring

This work introduces and evaluates a privacy-preserving knowledge distillation framework for LLM-based clinical modeling, using multimorbidity scoring as a healthcare task, and establishes a trustworthy, privacy-compliant pathway for large-scale healthcare applications of LLMs.