Automatic left ventricle segmentation from cardiac magnetic resonance images using a capsule network

Yangsu He; Wenjian Qin; Yin Wu; Mengxi Zhang; Yongfeng Yang; Xin Liu; Hairong Zheng; Dong Liang; Zhanli Hu

doi:10.3233/xst-190621

Automatic left ventricle segmentation from cardiac magnetic resonance images using a capsule network

Journal of X-Ray Science and Technology ◽

10.3233/xst-190621 ◽

2020 ◽

Vol 28 (3) ◽

pp. 541-553

Author(s):

Yangsu He ◽

Wenjian Qin ◽

Yin Wu ◽

Mengxi Zhang ◽

Yongfeng Yang ◽

...

Keyword(s):

Cardiac Magnetic Resonance ◽

Magnetic Resonance ◽

Left Ventricle ◽

Magnetic Resonance Images ◽

Ventricle Segmentation

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Automatic Left Ventricle Segmentation in Cardiac Magnetic Resonance Images via Threshold Selection

2017 IEEE 7th Annual International Conference on CYBER Technology in Automation, Control, and Intelligent Systems (CYBER) ◽

10.1109/cyber.2017.8446492 ◽

2017 ◽

Author(s):

Jingjing Xiong ◽

Yongming Yang ◽

Zhenzhou Wang

Keyword(s):

Cardiac Magnetic Resonance ◽

Magnetic Resonance ◽

Left Ventricle ◽

Magnetic Resonance Images ◽

Threshold Selection ◽

Ventricle Segmentation

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Automated Segmentation of the Left Ventricle Including Papillary Muscles in Cardiac Magnetic Resonance Images

Functional Imaging and Modeling of the Heart - Lecture Notes in Computer Science ◽

10.1007/978-3-540-72907-5_46 ◽

2007 ◽

pp. 453-462 ◽

Cited By ~ 7

Author(s):

R. El Berbari ◽

I. Bloch ◽

A. Redheuil ◽

E. D. Angelini ◽

E. Mousseaux ◽

...

Keyword(s):

Cardiac Magnetic Resonance ◽

Magnetic Resonance ◽

Left Ventricle ◽

Magnetic Resonance Images ◽

Automated Segmentation ◽

Papillary Muscles

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Patient-Specific Cardiac Computational Modeling Based on Left Ventricle Segmentation from Magnetic Resonance Images

Proceedings of the International Conference on Data Engineering and Communication Technology - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-10-1678-3_17 ◽

2016 ◽

pp. 179-187 ◽

Cited By ~ 1

Author(s):

Anupama Bhan ◽

Disha Bathla ◽

Ayush Goyal

Keyword(s):

Magnetic Resonance ◽

Left Ventricle ◽

Computational Modeling ◽

Magnetic Resonance Images ◽

Patient Specific ◽

Ventricle Segmentation

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A Temporal Area Variation Regularized Deep Learning Network for Left Ventricle Segmentation on Cardiac Magnetic Resonance

2018 Computing in Cardiology Conference (CinC) ◽

10.22489/cinc.2018.076 ◽

2018 ◽

Author(s):

Gongning Luo ◽

Kuanquan Wang ◽

Shaodong Cao ◽

Qince Li ◽

Henggui Zhang

Keyword(s):

Deep Learning ◽

Cardiac Magnetic Resonance ◽

Magnetic Resonance ◽

Left Ventricle ◽

Temporal Area ◽

Learning Network ◽

Area Variation ◽

Deep Learning Network ◽

Ventricle Segmentation

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Left ventricle segmentation using graph searching on intensity and gradient and a priori knowledge (lvGIGA) for short-axis cardiac magnetic resonance imaging

Journal of Magnetic Resonance Imaging ◽

10.1002/jmri.21586 ◽

2008 ◽

Vol 28 (6) ◽

pp. 1393-1401 ◽

Cited By ~ 14

Author(s):

Hae-Yeoun Lee ◽

Noel Codella ◽

Matthew Cham ◽

Martin Prince ◽

Jonathan Weinsaft ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Cardiac Magnetic Resonance ◽

Magnetic Resonance ◽

Left Ventricle ◽

A Priori ◽

A Priori Knowledge ◽

Short Axis ◽

Graph Searching ◽

Resonance Imaging ◽

Ventricle Segmentation

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Method for Segmentation of the Endocardium and Epicardium of the Left Ventricle in Cardiac Magnetic Resonance Images

Journal of Software ◽

10.3724/sp.j.1001.2009.03557 ◽

2010 ◽

Vol 20 (5) ◽

pp. 1176-1184 ◽

Cited By ~ 1

Author(s):

Yuan-Quan WANG ◽

Yun-De JIA

Keyword(s):

Cardiac Magnetic Resonance ◽

Magnetic Resonance ◽

Left Ventricle ◽

Magnetic Resonance Images

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Left Ventricle Segmentation in Magnetic Resonance Images with Modified Active Contour Method

International Journal of Image Graphics and Signal Processing ◽

10.5815/ijigsp.2013.10.03 ◽

2013 ◽

Vol 5 (10) ◽

pp. 19-25 ◽

Cited By ~ 1

Author(s):

Maryam Aghai Amirkhizi ◽

Siyamak Haghipour

Keyword(s):

Magnetic Resonance ◽

Left Ventricle ◽

Active Contour ◽

Magnetic Resonance Images ◽

Contour Method ◽

Active Contour Method ◽

Ventricle Segmentation

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Deep convolutional neural networks for automatic segmentation of left ventricle cavity from cardiac magnetic resonance images

IET Computer Vision ◽

10.1049/iet-cvi.2016.0482 ◽

2017 ◽

Vol 11 (8) ◽

pp. 643-649 ◽

Cited By ~ 10

Author(s):

Xulei Yang ◽

Zeng Zeng ◽

Su Yi

Keyword(s):

Neural Networks ◽

Cardiac Magnetic Resonance ◽

Magnetic Resonance ◽

Left Ventricle ◽

Convolutional Neural Networks ◽

Automatic Segmentation ◽

Magnetic Resonance Images ◽

Deep Convolutional Neural Networks

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Towards Left Ventricle Segmentation From Magnetic Resonance Images

IEEE Sensors Journal ◽

10.1109/jsen.2017.2736641 ◽

2017 ◽

Vol 17 (18) ◽

pp. 5971-5981 ◽

Cited By ~ 1

Author(s):

Sarada Prasad Dakua

Keyword(s):

Magnetic Resonance ◽

Left Ventricle ◽

Magnetic Resonance Images ◽

Ventricle Segmentation

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AnnularCut: a graph-cut design for left ventricle segmentation from magnetic resonance images

IET Image Processing ◽

10.1049/iet-ipr.2013.0088 ◽

2014 ◽

Vol 8 (1) ◽

pp. 1-11 ◽

Cited By ~ 6

Author(s):

Sarada Prasad Dakua

Keyword(s):

Magnetic Resonance ◽

Left Ventricle ◽

Graph Cut ◽

Magnetic Resonance Images ◽

Ventricle Segmentation

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