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

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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