AI RESEARCH
Echo2ECG: Enhancing ECG Representations with Cardiac Morphology from Multi-View Echos
arXiv CS.LG
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ArXi:2603.08505v1 Announce Type: new Electrocardiography (ECG) is a low-cost, widely used modality for diagnosing electrical abnormalities like atrial fibrillation by capturing the heart's electrical activity. However, it cannot directly measure cardiac morphological phenotypes, such as left ventricular ejection fraction (LVEF), which typically require echocardiography (Echo). Predicting these phenotypes from ECG would enable early, accessible health screening.