Brain Tumor Segmentation and Classification approach for MR Images Based on Convolutional Neural Networks

2020 1st. Information Technology To Enhance e-learning and Other Application (IT-ELA ◽

10.1109/it-ela50150.2020.9253111 ◽

2020 ◽

Author(s):

Mustafa A. Sameer ◽

Oguz Bayat ◽

Hussam J. Mohammed

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Convolutional Neural Networks ◽

Tumor Segmentation ◽

Mr Images ◽

Brain Tumor Segmentation ◽

Classification Approach

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3D Convolutional Neural Networks for Brain Tumor Segmentation: A Comparison of Multi-resolution Architectures

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

10.1007/978-3-319-55524-9_15 ◽

2016 ◽

pp. 150-161 ◽

Author(s):

Adrià Casamitjana ◽

Santi Puch ◽

Asier Aduriz ◽

Verónica Vilaplana

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Convolutional Neural Networks ◽

Tumor Segmentation ◽

Brain Tumor Segmentation

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3D Brain Tumor Segmentation and Survival Prediction Using Ensembles of Convolutional Neural Networks

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

10.1007/978-3-030-72087-2_21 ◽

2021 ◽

pp. 241-254

Author(s):

S. Rosas González ◽

I. Zemmoura ◽

C. Tauber

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Convolutional Neural Networks ◽

Tumor Segmentation ◽

Survival Prediction ◽

Brain Tumor Segmentation

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Improving Patch-Based Convolutional Neural Networks for MRI Brain Tumor Segmentation by Leveraging Location Information

Frontiers in Neuroscience ◽

10.3389/fnins.2019.01449 ◽

2020 ◽

Vol 13 ◽

Author(s):

Po-Yu Kao ◽

Shailja Shailja ◽

Jiaxiang Jiang ◽

Angela Zhang ◽

Amil Khan ◽

...

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Convolutional Neural Networks ◽

Location Information ◽

Tumor Segmentation ◽

Brain Tumor Segmentation ◽

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Brain tumor segmentation in multi-spectral MRI using convolutional neural networks (CNN)

Microscopy Research and Technique ◽

10.1002/jemt.22994 ◽

2018 ◽

Vol 81 (4) ◽

pp. 419-427 ◽

Author(s):

Sajid Iqbal ◽

M. Usman Ghani ◽

Tanzila Saba ◽

Amjad Rehman

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Convolutional Neural Networks ◽

Tumor Segmentation ◽

Brain Tumor Segmentation

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Deep Convolutional Neural Networks for Brain Tumor Segmentation: Boosting Performance Using Deep Transfer Learning: Preliminary Results

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

10.1007/978-3-030-46643-5_30 ◽

2020 ◽

pp. 303-315

Author(s):

Mostefa Ben Naceur ◽

Mohamed Akil ◽

Rachida Saouli ◽

Rostom Kachouri

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Transfer Learning ◽

Convolutional Neural Networks ◽

Tumor Segmentation ◽

Deep Convolutional Neural Networks ◽

Brain Tumor Segmentation ◽

Preliminary Results

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On hierarchical brain tumor segmentation in MRI using fully convolutional neural networks: A preliminary study

2017 IEEE 5th Portuguese Meeting on Bioengineering (ENBENG) ◽

10.1109/enbeng.2017.7889452 ◽

2017 ◽

Author(s):

Sergio Pereira ◽

Americo Oliveira ◽

Victor Alves ◽

Carlos A. Silva

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Convolutional Neural Networks ◽

Tumor Segmentation ◽

Brain Tumor Segmentation ◽

Fully Convolutional Neural Networks ◽

Preliminary Study

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Multi-modal brain tumor segmentation utilizing convolutional neural networks

Twelfth International Conference on Machine Vision (ICMV 2019) ◽

10.1117/12.2557599 ◽

2020 ◽

Author(s):

Marek Jakab ◽

Marek Stevuliak ◽

Wanda Benesova

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Convolutional Neural Networks ◽

Tumor Segmentation ◽

Brain Tumor Segmentation

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Corrigendum: Improving Patch-Based Convolutional Neural Networks for MRI Brain Tumor Segmentation by Leveraging Location Information

Frontiers in Neuroscience ◽

10.3389/fnins.2020.00328 ◽

2020 ◽

Vol 14 ◽

Author(s):

Po-Yu Kao ◽

Shailja Shailja ◽

Jiaxiang Jiang ◽

Angela Zhang ◽

Amil Khan ◽

...

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Convolutional Neural Networks ◽

Location Information ◽

Tumor Segmentation ◽

Brain Tumor Segmentation ◽

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One-Pass Multi-task Convolutional Neural Networks for Efficient Brain Tumor Segmentation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00931-1_73 ◽

2018 ◽

pp. 637-645 ◽

Author(s):

Chenhong Zhou ◽

Changxing Ding ◽

Zhentai Lu ◽

Xinchao Wang ◽

Dacheng Tao

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Convolutional Neural Networks ◽

Tumor Segmentation ◽

Brain Tumor Segmentation

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Deep Convolutional Neural Networks Using U-Net for Automatic Brain Tumor Segmentation in Multimodal MRI Volumes

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

10.1007/978-3-030-11726-9_4 ◽

2019 ◽

pp. 37-48 ◽

Author(s):

Adel Kermi ◽

Issam Mahmoudi ◽

Mohamed Tarek Khadir

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Convolutional Neural Networks ◽

Tumor Segmentation ◽

Deep Convolutional Neural Networks ◽

Brain Tumor Segmentation ◽

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