MedExpMem: Adapting Experience Memory for Differential Diagnosis

This paper introduces MedExpMem, an experience memory framework designed to enhance medical vision-language models (VLMs) with differential diagnosis expertise. It allows diagnostic agents to learn from their own failures by memorizing discriminative experiences as pairwise differential notes.