Uncertainty-Guided Latent Diagnostic Trajectory Learning for Sequential Clinical Diagnosis

Xuyang Shen, Haoran Liu, Dongjin Song +1

Clinical diagnosis requires sequential evidence acquisition under uncertainty. However, most Large Language Model (LLM) based diagnostic systems assume fully observed patient infor…