Deep Learning for Assessment of Left Ventricular Ejection Fraction from Echocardiographic Images

被引：32

作者：

Kusunose, Kenya ^{[1
]}

Haga, Akihiro ^{[2
]}

Yamaguchi, Natsumi ^{[1
]}

Abe, Takashi ^{[3
]}

Fukuda, Daiju ^{[1
]}

Yamada, Hirotsugu ^{[4
]}

Harada, Masafumi ^{[3
]}

Sata, Masataka ^{[1
]}

机构：

[1] Tokushima Univ Hosp, Dept Cardiovasc Med, Tokushima, Japan

[2] Tokushima Univ, Grad Sch Biomed Sci, Dept Med Image Informat, Tokushima, Japan

[3] Tokushima Univ, Grad Sch Biomed Sci, Dept Radiol & Radiat Oncol, Tokushima, Japan

[4] Tokushima Univ, Grad Sch Biomed Sci, Dept Community Med Cardiol, Tokushima, Japan

来源：

JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY | 2020年 / 33卷 / 05期

基金：

日本学术振兴会;

关键词：

D O I：

10.1016/j.echo.2020.01.009

中图分类号：

R5 [内科学];

学科分类号：

1002 ; 100201 ;

摘要：

[No abstract available]

引用

页码：632 / 635

页数：5

共 4 条

[1] Automated Echocardiographic Quantification of Left Ventricular Ejection Fraction Without Volume Measurements Using a Machine Learning Algorithm Mimicking a Human Expert [J].

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CIRCULATION-CARDIOVASCULAR IMAGING, 2019, 12 (09)

[2] Utilization of Artificial Intelligence in Echocardiography [J].

Kusunose, Kenya ;

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Sata, Masataka .

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[3] A Deep Learning Approach for Assessment of Regional Wall Motion Abnormality From Echocardiographic Images [J].

Kusunose, Kenya ;

Abe, Takashi ;

Haga, Akihiro ;

Fukuda, Daiju ;

Yamada, Hirotsugu ;

Harada, Masafumi ;

Sata, Masataka .

JACC-CARDIOVASCULAR IMAGING, 2020, 13 (02) :374-381

[4] Guidelines for Performing a Comprehensive Transthoracic Echocardiographic Examination in Adults: Recommendations from the American Society of Echocardiography [J].

Mitchell, Carol ;

Rahko, Peter S. ;

Blauwet, Lori A. ;

Canaday, Barry ;

Finstuen, Joshua A. ;

Foster, Michael C. ;

Horton, Kenneth ;

Ogunyankin, Kofo O. ;

Palma, Richard A. ;

Velazquez, Eric J. .

JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY, 2019, 32 (01) :1-64

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