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

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Dynamic pixel-wise weighting-based fully convolutional neural networks for left ventricle segmentation in short-axis MRI

Magnetic Resonance Imaging ◽

10.1016/j.mri.2019.08.021 ◽

2020 ◽

Vol 66 ◽

pp. 131-140 ◽

Cited By ~ 2

Author(s):

Zhongrong Wang ◽

Lipeng Xie ◽

Jin Qi

Keyword(s):

Neural Networks ◽

Left Ventricle ◽

Convolutional Neural Networks ◽

Short Axis ◽

Fully Convolutional Neural Networks ◽

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

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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

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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

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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

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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 (8) ◽

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

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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

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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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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

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