Fully Automatic Brain Tumor Segmentation using End-To-End Incremental Deep Neural Networks in MRI images

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2018.09.007 ◽

2018 ◽

Vol 166 ◽

pp. 39-49 ◽

Author(s):

Mostefa Ben naceur ◽

Rachida Saouli ◽

Mohamed Akil ◽

Rostom Kachouri

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Deep Neural Networks ◽

Tumor Segmentation ◽

Brain Tumor Segmentation ◽

Fully Automatic ◽

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Brain Tumor Segmentation Using Deep Neural Networks and Survival Prediction

10.1007/978-3-030-70296-0_7 ◽

2021 ◽

pp. 89-99

Author(s):

Xiaoxu Na ◽

Li Ma ◽

Mariofanna Milanova ◽

Mary Qu Yang

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Deep Neural Networks ◽

Tumor Segmentation ◽

Survival Prediction ◽

Brain Tumor Segmentation

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Brain Tumor Segmentation Using U-Net Based Deep Neural Networks

IFMBE Proceedings - 7th International Conference on the Development of Biomedical Engineering in Vietnam (BME7) ◽

10.1007/978-981-13-5859-3_7 ◽

2019 ◽

pp. 39-42

Author(s):

Hai Thanh Le ◽

Hien Thi-Thu Pham

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Deep Neural Networks ◽

Tumor Segmentation ◽

Brain Tumor Segmentation

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Brain tumor segmentation with Deep Neural Networks

Medical Image Analysis ◽

10.1016/j.media.2016.05.004 ◽

2017 ◽

Vol 35 ◽

pp. 18-31 ◽

Author(s):

Mohammad Havaei ◽

Axel Davy ◽

David Warde-Farley ◽

Antoine Biard ◽

Aaron Courville ◽

...

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Deep Neural Networks ◽

Tumor Segmentation ◽

Brain Tumor Segmentation

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Brain Tumor Segmentation by Cascaded Deep Neural Networks Using Multiple Image Scales

2020 28th Iranian Conference on Electrical Engineering (ICEE) ◽

10.1109/icee50131.2020.9260876 ◽

2020 ◽

Author(s):

Zahra Sobhaninia ◽

Safiyeh Rezaei ◽

Nader Karimi ◽

Ali Emami ◽

Shadrokh Samavi

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Deep Neural Networks ◽

Tumor Segmentation ◽

Brain Tumor Segmentation ◽

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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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End-to-End Nested Multi-Attention Network for 3D Brain Tumor Segmentation

Cognitive Computing – ICCC 2020 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-59585-2_6 ◽

2020 ◽

pp. 62-76

Author(s):

Xinrui Zhuang ◽

Yujiu Yang

Keyword(s):

Brain Tumor ◽

Tumor Segmentation ◽

Brain Tumor Segmentation ◽

Attention Network ◽

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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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Exploring Graph-Based Neural Networks for Automatic Brain Tumor Segmentation

From Data to Models and Back - Lecture Notes in Computer Science ◽

10.1007/978-3-030-70650-0_2 ◽

2021 ◽

pp. 18-37

Author(s):

Camillo Saueressig ◽

Adam Berkley ◽

Elliot Kang ◽

Reshma Munbodh ◽

Ritambhara Singh

Keyword(s):

Neural Networks ◽

Brain Tumor ◽

Tumor Segmentation ◽

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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