Ischemic Stroke Lesion Segmentation by Analyzing MRI Images Using Deep Convolutional Neural Networks

Shubham Joshi

doi:10.29042/2018-3721-3725

Ischemic Stroke Lesion Segmentation by Analyzing MRI Images Using Deep Convolutional Neural Networks

Helix ◽

10.29042/2018-3721-3725 ◽

2018 ◽

Vol 8 (5) ◽

pp. 3721-3725

Author(s):

Shubham Joshi

Keyword(s):

Neural Networks ◽

Ischemic Stroke ◽

Convolutional Neural Networks ◽

Lesion Segmentation ◽

Deep Convolutional Neural Networks ◽

Stroke Lesion

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Ischemic Stroke Lesion Segmentation Based on Thermal Analysis Model Using U-Net Fully Convolutional Neural Networks on GPUs

Advances in Intelligent Systems and Computing - Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) ◽

10.1007/978-3-030-36677-3_12 ◽

2020 ◽

pp. 99-106

Author(s):

Abdelmajid Bousselham ◽

Omar Bouattane ◽

Mohamed Youssfi ◽

Abdelhadi Raihani

Keyword(s):

Neural Networks ◽

Thermal Analysis ◽

Ischemic Stroke ◽

Convolutional Neural Networks ◽

Lesion Segmentation ◽

Analysis Model ◽

Fully Convolutional Neural Networks ◽

Stroke Lesion

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Rapid Assessment of Acute Ischemic Stroke by Computed Tomography Using Deep Convolutional Neural Networks

Journal of Digital Imaging ◽

10.1007/s10278-021-00457-y ◽

2021 ◽

Author(s):

Chung-Ming Lo ◽

Peng-Hsiang Hung ◽

Daw-Tung Lin

Keyword(s):

Computed Tomography ◽

Neural Networks ◽

Ischemic Stroke ◽

Acute Ischemic Stroke ◽

Convolutional Neural Networks ◽

Rapid Assessment ◽

Deep Convolutional Neural Networks

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Automatic ischemic stroke lesion segmentation from computed tomography perfusion images by image synthesis and attention-based deep neural networks

Medical Image Analysis ◽

10.1016/j.media.2020.101787 ◽

2020 ◽

Vol 65 ◽

pp. 101787

Author(s):

Guotai Wang ◽

Tao Song ◽

Qiang Dong ◽

Mei Cui ◽

Ning Huang ◽

...

Keyword(s):

Computed Tomography ◽

Neural Networks ◽

Ischemic Stroke ◽

Deep Neural Networks ◽

Image Synthesis ◽

Lesion Segmentation ◽

Computed Tomography Perfusion ◽

Stroke Lesion

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Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2019.103487 ◽

2019 ◽

Vol 115 ◽

pp. 103487 ◽

Cited By ~ 2

Author(s):

Albert Clèrigues ◽

Sergi Valverde ◽

Jose Bernal ◽

Jordi Freixenet ◽

Arnau Oliver ◽

...

Keyword(s):

Neural Networks ◽

Ischemic Stroke ◽

Acute Ischemic Stroke ◽

Convolutional Neural Networks ◽

Ct Perfusion ◽

Fully Convolutional Neural Networks ◽

Lesion Core ◽

Stroke Lesion

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Ishemic Stroke Lesion Segmentation by Analyzing MRI Images Using Dilated and Transposed Convolutions in Convolutional Neural Networks

2018 Fourth International Conference on Computing Communication Control and Automation (ICCUBEA) ◽

10.1109/iccubea.2018.8697545 ◽

2018 ◽

Author(s):

Shubham Joshi ◽

Sonal Gore

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Lesion Segmentation ◽

Stroke Lesion

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Lesion Segmentation and Automated Melanoma Detection using Deep Convolutional Neural Networks and XGBoost

2019 International Conference on System Science and Engineering (ICSSE) ◽

10.1109/icsse.2019.8823129 ◽

2019 ◽

Author(s):

Hung N. Pham ◽

Chin Yang Koay ◽

Tanmoy Chakraborty ◽

Sudhanshu Gupta ◽

Boon Leong Tan ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Lesion Segmentation ◽

Deep Convolutional Neural Networks ◽

Melanoma Detection

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Inferring Skin Lesion Segmentation With Fully Connected CRFs Based on Multiple Deep Convolutional Neural Networks

IEEE Access ◽

10.1109/access.2020.3014787 ◽

2020 ◽

Vol 8 ◽

pp. 144246-144258

Author(s):

Yuming Qiu ◽

Jingyong Cai ◽

Xiaolin Qin ◽

Ju Zhang

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Segmentation ◽

Deep Convolutional Neural Networks ◽

Fully Connected

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Shallow Fully-Connected Neural Networks for Ischemic Stroke-Lesion Segmentation in MRI

Informatik aktuell - Bildverarbeitung für die Medizin 2017 ◽

10.1007/978-3-662-54345-0_59 ◽

2017 ◽

pp. 261-266 ◽

Cited By ~ 2

Author(s):

Christian Lucas ◽

Oskar Maier ◽

Mattias P. Heinrich

Keyword(s):

Neural Networks ◽

Ischemic Stroke ◽

Lesion Segmentation ◽

Stroke Lesion ◽

Fully Connected

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White matter hyperintensity and stroke lesion segmentation and differentiation using convolutional neural networks

NeuroImage Clinical ◽

10.1016/j.nicl.2017.12.022 ◽

2018 ◽

Vol 17 ◽

pp. 918-934 ◽

Cited By ~ 71

Author(s):

R. Guerrero ◽

C. Qin ◽

O. Oktay ◽

C. Bowles ◽

L. Chen ◽

...

Keyword(s):

Neural Networks ◽

White Matter ◽

Convolutional Neural Networks ◽

White Matter Hyperintensity ◽

Lesion Segmentation ◽

Stroke Lesion

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Breast Lesion Segmentation in Ultrasound Images Using Deep Convolutional Neural Networks

2020 IEEE Calcutta Conference (CALCON) ◽

10.1109/calcon49167.2020.9106568 ◽

2020 ◽

Author(s):

Dipannita Ghosh ◽

Amish Kumar ◽

Palash Ghosal ◽

Tamal Chowdhury ◽

Anup Sadhu ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Breast Lesion ◽

Ultrasound Images ◽

Lesion Segmentation ◽

Deep Convolutional Neural Networks

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