A Semi-supervised Deep Learning-Based Approach with Multiphase Active Contour Loss for Left Ventricle Segmentation from CMR Images

Advances in Intelligent Systems and Computing - Proceedings of Third International Conference on Sustainable Computing ◽

10.1007/978-981-16-4538-9_2 ◽

2022 ◽

pp. 13-23

Author(s):

Minh-Nhat Trinh ◽

Nhu-Toan Nguyen ◽

Thi-Thao Tran ◽

Van-Truong Pham

Keyword(s):

Deep Learning ◽

Left Ventricle ◽

Active Contour ◽

Ventricle Segmentation

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Evaluating the pre-processing impact on the generalization of deep learning networks for left ventricle segmentation

10.1109/bibm52615.2021.9669630 ◽

2021 ◽

Author(s):

Matheus A. O. Ribeiro ◽

Fatima L. S. Nunesy

Keyword(s):

Deep Learning ◽

Left Ventricle ◽

Learning Networks ◽

Ventricle Segmentation

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Initial Point Prediction Based Parametric Active Contour Model for Left Ventricle Segmentation of CMRI Images

Proceedings of International Joint Conference on Computational Intelligence - Algorithms for Intelligent Systems ◽

10.1007/978-981-13-7564-4_45 ◽

2019 ◽

pp. 533-546

Author(s):

Md. Al Noman ◽

A. B. M. Aowlad Hossain ◽

Md. Asadur Rahman

Keyword(s):

Left Ventricle ◽

Active Contour ◽

Active Contour Model ◽

Initial Point ◽

Contour Model ◽

Ventricle Segmentation

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Left ventricle segmentation for cine MR using deep learning

Diabetes and Cardiovascular Disease ◽

10.1016/b978-0-12-817428-9.00002-4 ◽

2021 ◽

pp. 37-57

Author(s):

Hisham Abdeltawab ◽

Fahmi Khalifa ◽

Fatma Taher ◽

Mohammed Ghazal ◽

Ali H. Mahmoud ◽

...

Keyword(s):

Deep Learning ◽

Left Ventricle ◽

Cine Mr ◽

Ventricle Segmentation

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Left ventricle segmentation in the era of deep learning

Journal of Nuclear Cardiology ◽

10.1007/s12350-019-01674-3 ◽

2019 ◽

Vol 27 (3) ◽

pp. 988-991 ◽

Cited By ~ 2

Author(s):

Jelmer M. Wolterink

Keyword(s):

Deep Learning ◽

Left Ventricle ◽

Ventricle Segmentation

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MFP-Unet: A novel deep learning based approach for left ventricle segmentation in echocardiography

Physica Medica ◽

10.1016/j.ejmp.2019.10.001 ◽

2019 ◽

Vol 67 ◽

pp. 58-69 ◽

Cited By ~ 6

Author(s):

Shakiba Moradi ◽

Mostafa Ghelich Oghli ◽

Azin Alizadehasl ◽

Isaac Shiri ◽

Niki Oveisi ◽

...

Keyword(s):

Deep Learning ◽

Left Ventricle ◽

Ventricle Segmentation

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2D left ventricle segmentation using deep learning

2017 IEEE International Ultrasonics Symposium (IUS) ◽

10.1109/ultsym.2017.8092812 ◽

2017 ◽

Cited By ~ 4

Author(s):

Erik Smistad ◽

Andreas Ostvik ◽

Bjorn Olav Haugen ◽

Lasse Lovstakken

Keyword(s):

Deep Learning ◽

Left Ventricle ◽

Ventricle Segmentation

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Myocardial Iron Loading Assessment by Automatic Left Ventricle Segmentation with Morphological Operations and Geodesic Active Contour on T2* images

Scientific Reports ◽

10.1038/srep12438 ◽

2015 ◽

Vol 5 (1) ◽

Cited By ~ 2

Author(s):

Yun-gang Luo ◽

Jacky KL Ko ◽

Lin Shi ◽

Yuefeng Guan ◽

Linong Li ◽

...

Keyword(s):

Left Ventricle ◽

Active Contour ◽

Morphological Operations ◽

Iron Loading ◽

Myocardial Iron ◽

Geodesic Active Contour ◽

Ventricle Segmentation

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Heart left ventricle segmentation in ultrasound images using deep learning

2020 IEEE 20th Mediterranean Electrotechnical Conference ( MELECON) ◽

10.1109/melecon48756.2020.9140527 ◽

2020 ◽

Author(s):

Tijana Sustersic ◽

Milos Anic ◽

Nenad Filipovic

Keyword(s):

Deep Learning ◽

Left Ventricle ◽

Ultrasound Images ◽

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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Active contour model and nonlinear shape priors with application to left ventricle segmentation in cardiac MR images

Optik ◽

10.1016/j.ijleo.2015.10.162 ◽

2016 ◽

Vol 127 (3) ◽

pp. 991-1002 ◽

Cited By ~ 10

Author(s):

Van-Truong Pham ◽

Thi-Thao Tran

Keyword(s):

Left Ventricle ◽

Active Contour ◽

Active Contour Model ◽

Shape Priors ◽

Mr Images ◽

Cardiac Mr ◽

Contour Model ◽

Ventricle Segmentation

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