Deep Learning-Based Prediction of Right Ventricular Ejection Fraction Using 2D Echocardiograms.

Márton Tokodi,Bálint Magyar,András Soós,Masaaki Takeuchi,Máté Tolvaj,Bálint Károly Lakatos,Tetsuji Kitano,Yosuke Nabeshima,Alexandra Fábián,Mark Bence Szigeti,András Horváth,Béla Merkely,Attila Kovács

JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY（2023）

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摘要

Using 2D echocardiographic videos alone, the proposed DL-based tool can accurately assess RV function, with similar diagnostic and prognostic power as 3D imaging.

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关键词

right ventricular ejection fraction,2d echocardiograms,learning-based

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