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A multiphase texture-based model of active contours assisted by a convolutional neural network for automatic CT and MRI heart ventricle segmentation
Computer Methods and Programs in Biomedicine
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10.1016/j.cmpb.2021.106373
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2021
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Vol 211
◽
pp. 106373
Author(s):
Erik Carbajal-Degante
◽
Steve Avendaño
◽
Leonardo Ledesma
◽
Jimena Olveres
◽
Enrique Vallejo
◽
...
Keyword(s):
Neural Network
◽
Convolutional Neural Network
◽
Active Contours
◽
Heart Ventricle
◽
Ventricle Segmentation
◽
Ct And Mri
Download Full-text
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References
Cardiac left ventricle segmentation using convolutional neural network regression
2016 IEEE EMBS Conference on Biomedical Engineering and Sciences (IECBES)
◽
10.1109/iecbes.2016.7843499
◽
2016
◽
Cited By ~ 4
Author(s):
Li Kuo Tan
◽
Yih Miin Liew
◽
Einly Lim
◽
Robert A. McLaughlin
Keyword(s):
Neural Network
◽
Left Ventricle
◽
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◽
Cardiac Left Ventricle
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Faculty Opinions recommendation of Convolutional neural network regression for short-axis left ventricle segmentation in cardiac cine MR sequences.
Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature
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10.3410/f.729948008.793565021
◽
2019
◽
Author(s):
Stamatios Lerakis
Keyword(s):
Neural Network
◽
Left Ventricle
◽
Convolutional Neural Network
◽
Short Axis
◽
Cine Mr
◽
Cardiac Cine
◽
Ventricle Segmentation
◽
Mr Sequences
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Simultaneous Tissue Classification and Lateral Ventricle Segmentation via a 2D U-net Driven by a 3D Fully Convolutional Neural Network
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
◽
10.1109/embc.2019.8856668
◽
2019
◽
Author(s):
Jiong Wu
◽
Yue Zhang
◽
Xiaoying Tang
Keyword(s):
Neural Network
◽
Convolutional Neural Network
◽
Lateral Ventricle
◽
Tissue Classification
◽
Ventricle Segmentation
Download Full-text
Right Ventricle Segmentation of Magnetic Resonance Image Using the Modified Convolutional Neural Network
Arabian Journal for Science and Engineering
◽
10.1007/s13369-020-05309-5
◽
2021
◽
Author(s):
Nagaraj V. Dharwadkar
◽
Amruta K. Savvashe
Keyword(s):
Neural Network
◽
Magnetic Resonance
◽
Right Ventricle
◽
Convolutional Neural Network
◽
Magnetic Resonance Image
◽
Ventricle Segmentation
Download Full-text
A Multi-Scope Convolutional Neural Network for Automatic Left Ventricle Segmentation from Magnetic Resonance Images: Deep-Learning at Multiple Scopes
2018 11th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)
◽
10.1109/cisp-bmei.2018.8633185
◽
2018
◽
Cited By ~ 1
Author(s):
Xinyi Li
◽
Yuanyuan Wang
◽
Wenjun Yan
◽
Rob J. Van der Geest
◽
Zeju Li
◽
...
Keyword(s):
Neural Network
◽
Deep Learning
◽
Magnetic Resonance
◽
Left Ventricle
◽
Convolutional Neural Network
◽
Magnetic Resonance Images
◽
Ventricle Segmentation
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Automated CT and MRI Liver Segmentation and Biometry Using a Generalized Convolutional Neural Network
Radiology Artificial Intelligence
◽
10.1148/ryai.2019180022
◽
2019
◽
Vol 1
(2)
◽
pp. 180022
◽
Cited By ~ 10
Author(s):
Kang Wang
◽
Adrija Mamidipalli
◽
Tara Retson
◽
Naeim Bahrami
◽
Kyle Hasenstab
◽
...
Keyword(s):
Neural Network
◽
Convolutional Neural Network
◽
Liver Segmentation
◽
Ct And Mri
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Active contours for multiregion segmentation with a convolutional neural network initialization
Optics, Photonics and Digital Technologies for Imaging Applications VI
◽
10.1117/12.2556928
◽
2020
◽
Author(s):
Erik Carbajal-Degante
◽
Steve Avendaño
◽
Leonardo Ledesma
◽
Jimena Olveres
◽
Boris Escalante-Ramírez
Keyword(s):
Neural Network
◽
Convolutional Neural Network
◽
Active Contours
Download Full-text
Fully automated intracranial ventricle segmentation on CT with 2D regional convolutional neural network to estimate ventricular volume
International Journal of Computer Assisted Radiology and Surgery
◽
10.1007/s11548-019-02038-5
◽
2019
◽
Vol 14
(11)
◽
pp. 1923-1932
◽
Cited By ~ 1
Author(s):
Trevor J. Huff
◽
Parker E. Ludwig
◽
David Salazar
◽
Justin A. Cramer
Keyword(s):
Neural Network
◽
Convolutional Neural Network
◽
Ventricular Volume
◽
Ventricle Segmentation
Download Full-text
Convolutional neural network regression for short-axis left ventricle segmentation in cardiac cine MR sequences
Medical Image Analysis
◽
10.1016/j.media.2017.04.002
◽
2017
◽
Vol 39
◽
pp. 78-86
◽
Cited By ~ 65
Author(s):
Li Kuo Tan
◽
Yih Miin Liew
◽
Einly Lim
◽
Robert A. McLaughlin
Keyword(s):
Neural Network
◽
Left Ventricle
◽
Convolutional Neural Network
◽
Short Axis
◽
Cine Mr
◽
Cardiac Cine
◽
Ventricle Segmentation
◽
Mr Sequences
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CONVOLUTIONAL NEURAL NETWORK BASED ALGORITHM FOR CECUM ACHIEVEMENT CONFIRMATION
10.1055/s-0040-1705059
◽
2020
◽
Author(s):
S Kashin
◽
D Zavyalov
◽
A Rusakov
◽
V Khryashchev
◽
A Lebedev
Keyword(s):
Neural Network
◽
Convolutional Neural Network
Download Full-text
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