AI RESEARCH
HeartAgent: An Autonomous Agent System for Explainable Differential Diagnosis in Cardiology
arXiv CS.CL
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ArXi:2603.10764v1 Announce Type: new Heart diseases remain a leading cause of morbidity and mortality worldwide, necessitating accurate and trustworthy differential diagnosis. However, existing artificial intelligence-based diagnostic methods are often limited by insufficient cardiology knowledge, inadequate for complex reasoning, and poor interpretability. Here we present HeartAgent, a cardiology-specific agent system designed to a reliable and explainable differential diagnosis.