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Automatic aorta and left ventricle segmentation for TAVI procedure planning using convolutional neural networks
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
◽
10.1109/embc.2019.8857409
◽
2019
◽
Author(s):
Adriana Zlahoda-Huzior
◽
Maciej Stanuch
◽
Jan Witowski
◽
Dariusz Dudek
Keyword(s):
Neural Networks
◽
Left Ventricle
◽
Convolutional Neural Networks
◽
Ventricle Segmentation
Download Full-text
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Dynamic pixel-wise weighting-based fully convolutional neural networks for left ventricle segmentation in short-axis MRI
Magnetic Resonance Imaging
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10.1016/j.mri.2019.08.021
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2020
◽
Vol 66
◽
pp. 131-140
◽
Cited By ~ 2
Author(s):
Zhongrong Wang
◽
Lipeng Xie
◽
Jin Qi
Keyword(s):
Neural Networks
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Left Ventricle
◽
Convolutional Neural Networks
◽
Short Axis
◽
Fully Convolutional Neural Networks
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Ventricle Segmentation
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Left ventricle segmentation in cardiac MRI images using fully convolutional neural networks
10.1117/12.2253901
◽
2017
◽
Cited By ~ 1
Author(s):
Liset Vázquez Romaguera
◽
Marly Guimarães Fernandes Costa
◽
Francisco Perdigón Romero
◽
Cicero Ferreira Fernandes Costa Filho
Keyword(s):
Neural Networks
◽
Left Ventricle
◽
Convolutional Neural Networks
◽
Cardiac Mri
◽
Fully Convolutional Neural Networks
◽
Ventricle Segmentation
Download Full-text
Automatic left ventricle segmentation in short-axis MRI using deep convolutional neural networks and central-line guided level set approach
Computers in Biology and Medicine
◽
10.1016/j.compbiomed.2020.103877
◽
2020
◽
Vol 122
◽
pp. 103877
Author(s):
Lipeng Xie
◽
Yi Song
◽
Qiang Chen
Keyword(s):
Neural Networks
◽
Left Ventricle
◽
Convolutional Neural Networks
◽
Level Set
◽
Central Line
◽
Short Axis
◽
Deep Convolutional Neural Networks
◽
Level Set Approach
◽
Ventricle Segmentation
Download Full-text
Deep Convolutional Neural Networks for left ventricle segmentation
2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
◽
10.1109/embc.2017.8036913
◽
2017
◽
Cited By ~ 4
Author(s):
S Molaei
◽
ME Shiri
◽
K Horan
◽
D Kahrobaei
◽
B Nallamothu
◽
...
Keyword(s):
Neural Networks
◽
Left Ventricle
◽
Convolutional Neural Networks
◽
Deep Convolutional Neural Networks
◽
Ventricle Segmentation
Download Full-text
Automatic segmentation of the left ventricle in cardiac CT angiography using convolutional neural networks
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI)
◽
10.1109/isbi.2016.7493206
◽
2016
◽
Cited By ~ 17
Author(s):
Majd Zreik
◽
Tim Leiner
◽
Bob D. de Vos
◽
Robbert W. van Hamersvelt
◽
Max A. Viergever
◽
...
Keyword(s):
Neural Networks
◽
Left Ventricle
◽
Ct Angiography
◽
Convolutional Neural Networks
◽
Cardiac Ct
◽
Automatic Segmentation
◽
Cardiac Ct Angiography
Download Full-text
Segmentation of Fetal Left Ventricle in Echocardiographic Sequences Based on Dynamic Convolutional Neural Networks
IEEE Transactions on Biomedical Engineering
◽
10.1109/tbme.2016.2628401
◽
2017
◽
Vol 64
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◽
pp. 1886-1895
◽
Cited By ~ 31
Author(s):
Li Yu
◽
Yi Guo
◽
Yuanyuan Wang
◽
Jinhua Yu
◽
Ping Chen
Keyword(s):
Neural Networks
◽
Left Ventricle
◽
Convolutional Neural Networks
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Segmentation of left ventricle myocardium in porcine cardiac cine MR images using a hybrid of fully convolutional neural networks and convolutional LSTM
Medical Imaging 2018: Image Processing
◽
10.1117/12.2293984
◽
2018
◽
Author(s):
Antong Chen
◽
Dongqing Zhang
◽
Ilknur Icke
◽
Belma Dogdas
◽
Sarayu Parimal
◽
...
Keyword(s):
Neural Networks
◽
Left Ventricle
◽
Convolutional Neural Networks
◽
Mr Images
◽
Fully Convolutional Neural Networks
◽
Cine Mr
◽
Cardiac Cine
◽
Convolutional Lstm
◽
Left Ventricle Myocardium
Download Full-text
Automatic segmentation of left ventricle using parallel end–end deep convolutional neural networks framework
Knowledge-Based Systems
◽
10.1016/j.knosys.2020.106210
◽
2020
◽
Vol 204
◽
pp. 106210
◽
Cited By ~ 1
Author(s):
Zhangfu Dong
◽
Xiuquan Du
◽
Yueguo Liu
Keyword(s):
Neural Networks
◽
Left Ventricle
◽
Convolutional Neural Networks
◽
Automatic Segmentation
◽
Deep Convolutional Neural Networks
Download Full-text
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
Download Full-text
Robust left ventricle segmentation from ultrasound data using deep neural networks and efficient search methods
2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro
◽
10.1109/isbi.2010.5490181
◽
2010
◽
Cited By ~ 19
Author(s):
Gustavo Carneiro
◽
Jacinto Nascimento
◽
Antonio Freitas
Keyword(s):
Neural Networks
◽
Left Ventricle
◽
Deep Neural Networks
◽
Search Methods
◽
Efficient Search
◽
Ventricle Segmentation
Download Full-text
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