Uncertainty Reasoning with Large Language Models for Explainable Disease Diagnosis

Xiaoyang Fan, Yufan Cai, Zhe Hou +1

Clinical decision-making requires reasoning over incomplete, imprecise, and linguistically expressed patient narratives. While large language models (LLMs) excel at extracting late…