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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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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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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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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Integrated Extractor, Generator and Segmentor for Ischemic Stroke Lesion Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - Lecture Notes in Computer Science ◽

10.1007/978-3-030-11723-8_31 ◽

2019 ◽

pp. 310-318 ◽

Cited By ~ 2

Author(s):

Tao Song ◽

Ning Huang

Keyword(s):

Ischemic Stroke ◽

Lesion Segmentation ◽

Stroke Lesion

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Correction: Classifiers for Ischemic Stroke Lesion Segmentation: A Comparison Study

PLoS ONE ◽

10.1371/journal.pone.0149828 ◽

2016 ◽

Vol 11 (2) ◽

pp. e0149828 ◽

Cited By ~ 3

Author(s):

Oskar Maier ◽

Christoph Schröder ◽

Nils Daniel Forkert ◽

Thomas Martinetz ◽

Heinz Handels

Keyword(s):

Ischemic Stroke ◽

Comparison Study ◽

Lesion Segmentation ◽

Stroke Lesion

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Ischemic Stroke Lesion Segmentation Using Multi-Plane Information Fusion

IEEE Access ◽

10.1109/access.2020.2977415 ◽

2020 ◽

Vol 8 ◽

pp. 45715-45725 ◽

Cited By ~ 2

Author(s):

Long Zhang ◽

Ruoning Song ◽

Yuanyuan Wang ◽

Chuang Zhu ◽

Jun Liu ◽

...

Keyword(s):

Ischemic Stroke ◽

Information Fusion ◽

Lesion Segmentation ◽

Stroke Lesion

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ISLES 2015 - A public evaluation benchmark for ischemic stroke lesion segmentation from multispectral MRI

Medical Image Analysis ◽

10.1016/j.media.2016.07.009 ◽

2017 ◽

Vol 35 ◽

pp. 250-269 ◽

Cited By ~ 169

Author(s):

Oskar Maier ◽

Bjoern H. Menze ◽

Janina von der Gablentz ◽

Levin Häni ◽

Mattias P. Heinrich ◽

...

Keyword(s):

Ischemic Stroke ◽

Lesion Segmentation ◽

Public Evaluation ◽

Stroke Lesion ◽

Multispectral Mri

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An Effective Approach for Sub-acute Ischemic Stroke Lesion Segmentation by Adopting Meta-Heuristics Feature Selection Technique Along with Hybrid Naive Bayes and Sample-Weighted Random Forest Classification

Sensing and Imaging ◽

10.1007/s11220-019-0230-6 ◽

2019 ◽

Vol 20 (1) ◽

Cited By ~ 3

Author(s):

Melingi Sunil Babu ◽

V. Vijayalakshmi

Keyword(s):

Feature Selection ◽

Ischemic Stroke ◽

Random Forest ◽

Acute Ischemic Stroke ◽

Lesion Segmentation ◽

Feature Selection Technique ◽

Selection Technique ◽

Random Forest Classification ◽

Forest Classification ◽

Stroke Lesion

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CT-To-MR Conditional Generative Adversarial Networks for Ischemic Stroke Lesion Segmentation

2019 IEEE International Conference on Healthcare Informatics (ICHI) ◽

10.1109/ichi.2019.8904574 ◽

2019 ◽

Author(s):

Jonathan Rubin ◽

S. Mazdak Abulnaga

Keyword(s):

Ischemic Stroke ◽

Generative Adversarial Networks ◽

Lesion Segmentation ◽

Adversarial Networks ◽

Mr Conditional ◽

Stroke Lesion

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Ischemic Stroke Lesion Segmentation Using Adversarial Learning

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - Lecture Notes in Computer Science ◽

10.1007/978-3-030-11723-8_29 ◽

2019 ◽

pp. 292-300 ◽

Cited By ~ 4

Author(s):

Mobarakol Islam ◽

N. Rajiv Vaidyanathan ◽

V. Jeya Maria Jose ◽

Hongliang Ren

Keyword(s):

Ischemic Stroke ◽

Lesion Segmentation ◽

Adversarial Learning ◽

Stroke Lesion

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