Automated Echocardiographic Quantification of Left Ventricular Ejection Fraction Without Volume Measurements Using a Machine Learning Algorithm Mimicking a Human Expert.

Federico M Asch, Nicolas Poilvert,Theodore Abraham,Madeline Jankowski,Jayne Cleve, Michael Adams,Nathanael Romano,Ha Hong,Victor Mor-Avi,Randolph P Martin,Roberto M Lang

EUROPEAN HEART JOURNAL（2019）

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摘要

Machine learning algorithm for volume-independent LVEF estimation is highly feasible and similar in accuracy to conventional volume-based measurements, when compared with reference values provided by an expert panel.

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关键词

echocardiography,endocardium,left ventricular function,machine learning,observer variation

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