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Echo-Based, Artificial Intelligence Algorithm Identifies Future Heart Failure Cases
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DOI：10.1016/j.jchf.2026.103161.png)
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Abstract
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Keywords:
artificial intelligence, clinical trial cohort, echocardiography, heart failure, prevention
AI-LVD
artificial intelligence-based algorithm to detect left ventricular dysfunction
AUROC
area under the receiver operating curve
LV
left ventricular
NPV
negative predictive value
PPV
positive predictive value
ROC
receiver-operating characteristic
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