Deep learning can yield clinically useful right ventricular segmentations faster than fully manual analysis

Abstract Right ventricular (RV) volumes are commonly obtained through time-consuming manual delineations of cardiac magnetic resonance (CMR) images. Deep learning-based methods can generate RV delineations, but few studies have assessed their ability to accelerate clinical practice. Therefore, we ai...

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Bibliographic Details
Main Authors: Julius Åkesson, Ellen Ostenfeld, Marcus Carlsson, Håkan Arheden, Einar Heiberg
Format: Article
Language:English
Published: Nature Portfolio 2023-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-28348-y