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

Leclerc, S; Smistad, E; Ostvik, A; Cervenansky, F; Espinosa, F; Espeland, T; Berg, EAR; Belhamissi, M; Israilov, S; Grenier, T; Lartizien, C; Jodoin, PM; Lovstakken, L; Bernard, O

Leclerc, S (corresponding author), Univ Claude Bernard Lyon 1, UJM St Etienne, Univ Lyon, INSA Lyon,CNRS,UMR 5220,Inserm,U1206,CREATIS, F-69621 Lyon, France.

IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2020; 67 (12): 2519

Abstract

Segmentation of cardiac structures is one of the fundamental steps to estimate volumetric indices of the heart. This step is still performed semiautom......

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