Israa Alqassem

MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis

Differential Diagnosis (DDx) is a fundamental yet complex aspect of clinical decision-making, in which physicians iteratively refine a ranked list of possible diseases based on symptoms, antecedents, and medical knowledge. While recent advances in large language models (LLMs) have shown promise in s…