Automated Multiple Sclerosis Lesion Segmentation on MR Images via Mask R-CNN

Mapping Intimacies ◽

10.1109/ismsit52890.2021.9604593 ◽

2021 ◽

Author(s):

Mehmet Suleyman Yildirim ◽

Emre Dandil

Keyword(s):

Multiple Sclerosis ◽

Multiple Sclerosis Lesion ◽

Lesion Segmentation ◽

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Hybrid Feature Network Driven by Attention and Graph Features for Multiple Sclerosis Lesion Segmentation from MR Images

2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV) ◽

10.1109/icarcv50220.2020.9305404 ◽

2020 ◽

Author(s):

Zhanlan Chen ◽

Xiuying Wang ◽

Jiangbin Zheng

Keyword(s):

Multiple Sclerosis ◽

Multiple Sclerosis Lesion ◽

Lesion Segmentation ◽

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Multiple sclerosis lesion segmentation from brain MRI using U-Net based on wavelet pooling

International Journal of Computer Assisted Radiology and Surgery ◽

10.1007/s11548-021-02327-y ◽

2021 ◽

Author(s):

Ali Alijamaat ◽

Alireza NikravanShalmani ◽

Peyman Bayat

Keyword(s):

Multiple Sclerosis ◽

Brain Mri ◽

Multiple Sclerosis Lesion ◽

Lesion Segmentation

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Multi-view longitudinal CNN for multiple sclerosis lesion segmentation

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2017.06.006 ◽

2017 ◽

Vol 65 ◽

pp. 111-118 ◽

Author(s):

Ariel Birenbaum ◽

Hayit Greenspan

Keyword(s):

Multiple Sclerosis ◽

Multiple Sclerosis Lesion ◽

Lesion Segmentation

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An Efficient Algorithm for Multiple Sclerosis Lesion Segmentation from Brain MRI

Computer Aided Systems Theory - EUROCAST 2003 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-45210-2_49 ◽

2003 ◽

pp. 542-551 ◽

Author(s):

Rubén Cárdenes ◽

Simon K. Warfield ◽

Elsa M. Macías ◽

Jose Aurelio Santana ◽

Juan Ruiz-Alzola

Keyword(s):

Multiple Sclerosis ◽

Efficient Algorithm ◽

Brain Mri ◽

Multiple Sclerosis Lesion ◽

Lesion Segmentation

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Joint MRI T1 Unenhancing and Contrast-enhancing Multiple Sclerosis Lesion Segmentation with Deep Learning in OPERA Trials

Radiology ◽

10.1148/radiol.211528 ◽

2021 ◽

Author(s):

Anitha Priya Krishnan ◽

Zhuang Song ◽

David Clayton ◽

Laura Gaetano ◽

Xiaoming Jia ◽

...

Keyword(s):

Multiple Sclerosis ◽

Deep Learning ◽

Multiple Sclerosis Lesion ◽

Lesion Segmentation

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An Adaptive Semi-automated Integrated System for Multiple Sclerosis Lesion Segmentation in Longitudinal MRI Scans Based on a Convolutional Neural Network

10.1007/978-3-030-89128-2_25 ◽

2021 ◽

pp. 256-265

Author(s):

Andreas Georgiou ◽

Christos P. Loizou ◽

Andria Nicolaou ◽

Marios Pantzaris ◽

Constantinos S. Pattichis

Keyword(s):

Neural Network ◽

Multiple Sclerosis ◽

Convolutional Neural Network ◽

Integrated System ◽

Multiple Sclerosis Lesion ◽

Lesion Segmentation ◽

Longitudinal Mri ◽

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Level set evolution with intensity prior knowledge for multiple sclerosis lesion segmentation

Digital Medicine ◽

10.4103/digm.digm_5_19 ◽

2019 ◽

Vol 5 (1) ◽

pp. 37

Author(s):

Guodong Zhang ◽

Zhaoxuan Gong ◽

Wei Guo ◽

Zhenyu Zhu ◽

Jia Guo ◽

...

Keyword(s):

Multiple Sclerosis ◽

Prior Knowledge ◽

Level Set ◽

Multiple Sclerosis Lesion ◽

Lesion Segmentation ◽

Level Set Evolution

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A new classifier feature space for an improved Multiple Sclerosis lesion segmentation

2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro ◽

10.1109/isbi.2011.5872683 ◽

2011 ◽

Author(s):

X. Tomas-Fernandez ◽

Simon K. Warfield

Keyword(s):

Multiple Sclerosis ◽

Feature Space ◽

Multiple Sclerosis Lesion ◽

Lesion Segmentation

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A novel multi-atlas and multi-channel (MAMC) approach for multiple sclerosis lesion segmentation in brain MRI

Signal Image and Video Processing ◽

10.1007/s11760-019-01440-5 ◽

2019 ◽

Vol 13 (5) ◽

pp. 1019-1027

Author(s):

Jingjing Wang ◽

Changjun Hu ◽

Huaqiang Xu ◽

Yan Leng ◽

Liren Zhang ◽

...

Keyword(s):

Multiple Sclerosis ◽

Brain Mri ◽

Multiple Sclerosis Lesion ◽

Lesion Segmentation

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An adaptive sparse Bayesian model combined with probabilistic label fusion for multiple sclerosis lesion segmentation in brain MRI

Future Generation Computer Systems ◽

10.1016/j.future.2019.12.035 ◽

2020 ◽

Vol 105 ◽

pp. 695-704

Author(s):

Jingjing Wang ◽

Meiru Liu ◽

Chunhui Zhang ◽

Huaqiang Xu ◽

Liren Zhang ◽

...

Keyword(s):

Multiple Sclerosis ◽

Bayesian Model ◽

Brain Mri ◽

Multiple Sclerosis Lesion ◽

Lesion Segmentation ◽

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