AI RESEARCH
Associations between echocardiographic traits and AI-ECG predictions of heart failure
arXiv CS.AI
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ArXi:2605.24576v1 Announce Type: new Artificial intelligence-enabled electrocardiography (AI-ECG) can detect heart failure (HF), including disease not captured by left ventricular ejection fraction (LVEF), but the cardiac phenotypes underlying model predictions remain unclear. We. therefore. investigated whether AI-ECG-predicted HF risk aligns with established echocardiographic measures of myocardial dysfunction, remodelling, and filling pressures.