机译:LU-Net:一种多级注意力网络,可提高二维超声心动图中左心室结构分割的鲁棒性
Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, CREATIS UMR 5220, U1206, Lyon, France;
Department of Circulation and Medical Imaging, Center of Innovative Ultrasound Solutions, Norwegian University of Science and Technology, Trondheim, Norway;
Cardiovascular Department, Centre Hospitalier Universitaire de Saint-étienne, Saint-étienne, FranceCenter of Innovative Ultrasound Solutions and the Clinic of cardiology, St. Olavs Hospital, Trondheim, NorwayComputer Science Department, University of Sherbrooke, Sherbrooke, Canada;
Image segmentation; Deep learning; Two dimensional displays; Observers; Ultrasonic imaging; Myocardium; Acoustics; Cardiac diagnosis; cardiac segmentation; deep learning; left ventricle (LV); localization; myocardium; ultrasound;