Does a deep learning-based tool using 2D echocardiograms accurately assess right ventricular ejection fraction with similar power to 3D imaging?
A deep learning tool can accurately predict right ventricular ejection fraction from 2D echocardiograms with diagnostic and prognostic power comparable to 3D imaging.
Using 2D echocardiographic videos alone, the proposed DL-based tool can accurately assess RV function, with similar diagnostic and prognostic power as 3D imaging.
Tokodi et al. (Wed,) studied this question.