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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Publié dans:IEEE transactions on ultrasonics, ferroelectrics, and frequency control. - 1986. - 67(2020), 12 vom: 21. Dez., Seite 2519-2530
Auteur principal: Leclerc, Sarah (Auteur)
Autres auteurs: 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: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:IEEE transactions on ultrasonics, ferroelectrics, and frequency control
Sujets:Journal Article Research Support, Non-U.S. Gov't