LU-Net : A Multistage Attention Network to Improve the Robustness of Segmentation of Left Ventricular Structures in 2-D Echocardiography

Segmentation of cardiac structures is one of the fundamental steps to estimate volumetric indices of the heart. This step is still performed semiautomatically in clinical routine and is, thus, prone to interobserver and intraobserver variabilities. Recent studies have shown that deep learning has th...

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Veröffentlicht in:IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 67(2020), 12 vom: 21. Dez., Seite 2519-2530
1. Verfasser: Leclerc, Sarah (VerfasserIn)
Weitere Verfasser: Smistad, Erik, Ostvik, Andreas, Cervenansky, Frederic, Espinosa, Florian, Espeland, Torvald, Rye Berg, Erik Andreas, Belhamissi, Mourad, Israilov, Sardor, Grenier, Thomas, Lartizien, Carole, Jodoin, Pierre-Marc, Lovstakken, Lasse, Bernard, Olivier
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2020
Zugriff auf das übergeordnete Werk:IEEE transactions on ultrasonics, ferroelectrics, and frequency control
Schlagworte:Journal Article Research Support, Non-U.S. Gov't