AI RESEARCH
CardioBench: Do Echocardiography Foundation Models Generalize Beyond the Lab?
arXiv CS.CV
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ArXi:2510.00520v2 Announce Type: replace Foundation models are reshaping medical imaging, yet their application in echocardiography remains limited, hindered by a heavy reliance on private datasets that prevent reproducible comparison. Echocardiography poses unique challenges, including noisy acquisitions, high frame redundancy, and limited diverse public datasets. To address this, we