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Estimation of Left and Right Ventricular Ejection Fractions from cine-MRI Using 3D-CNN.

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第一作者： Soichiro,Inomata

第一单位： Graduate School of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan.

作者： Soichiro,Inomata ^[1] ; Takaaki,Yoshimura ^[2] ; Minghui,Tang ^[3] ; Shota,Ichikawa ^[4] ; Hiroyuki,Sugimori ^[5]

作者单位： Graduate School of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan. ^[1] Department of Health Sciences and Technology, Faculty of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan.;Department of Medical Physics, Hokkaido University Hospital, Sapporo 060-8648, Japan.;Global Center for Biomedical Science and Engineering, Faculty of Medicine, Hokkaido University, Sapporo 060-8648, Japan.;Clinical AI Human Resources Development Program, Faculty of Medicine, Hokkaido University, Sapporo 060-8648, Japan. ^[2] Clinical AI Human Resources Development Program, Faculty of Medicine, Hokkaido University, Sapporo 060-8648, Japan.;Department of Diagnostic Imaging, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo 060-8638, Japan. ^[3] Department of Radiological Technology, School of Health Sciences, Faculty of Medicine, Niigata University, Niigata 951-8518, Japan.;Institute for Research Administration, Niigata University, Niigata 950-2181, Japan. ^[4] Global Center for Biomedical Science and Engineering, Faculty of Medicine, Hokkaido University, Sapporo 060-8648, Japan.;Clinical AI Human Resources Development Program, Faculty of Medicine, Hokkaido University, Sapporo 060-8648, Japan.;Department of Biomedical Science and Engineering, Faculty of Health Sciences, Hokkaido University, Sapporo 060-0812, Japan. ^[5]

关键词 3D-CNN cine-MRI deep learning

医学主题词人类(Humans);每搏输出量(Stroke Volume);心室功能, 左(Ventricular Function, Left);心室功能, 右(Ventricular Function, Right);磁共振成像, 电影(Magnetic Resonance Imaging, Cine);心脏(Heart)

DOI 10.3390/s23146580

PMID 37514888

发布时间 2023-08-01

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