Semantic Segmentation of Multiple Sclerosis Lesion using Residual 3D U-Net

The Journal of Korean Institute of Information Technology ◽

10.14801/jkiit.2021.19.11.81 ◽

2021 ◽

Vol 19 (11) ◽

pp. 81-90

Author(s):

Beom-Hwi Choi ◽

Jae-Jun Lee ◽

Yeon-Ung Choi ◽

Hyeon-Taek Han ◽

Hae-Yeoun Lee

Keyword(s):

Multiple Sclerosis ◽

Semantic Segmentation ◽

Multiple Sclerosis Lesion

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Automated segmentation of multiple sclerosis lesion in intensity enhanced flair MRI using texture features and support vector machine

2013 IEEE International Conference on Image Processing ◽

10.1109/icip.2013.6738881 ◽

2013 ◽

Author(s):

Pallab Kanti Roy ◽

Alauddin Bhuiyan ◽

Kotagiri Ramamohanarao

Keyword(s):

Multiple Sclerosis ◽

Support Vector Machine ◽

Texture Features ◽

Multiple Sclerosis Lesion ◽

Support Vector ◽

Automated 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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Quantitative assessment of multiple sclerosis lesion load using CAD and expert input

10.1117/12.772392 ◽

2008 ◽

Author(s):

Arkadiusz Gertych ◽

Alexis Wong ◽

Alan Sangnil ◽

Brent J. Liu

Keyword(s):

Multiple Sclerosis ◽

Quantitative Assessment ◽

Multiple Sclerosis Lesion ◽

Lesion Load ◽

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Multiple sclerosis lesion heart X mitoxantrone

Journal of the Neurological Sciences ◽

10.1016/j.jns.2015.08.1068 ◽

2015 ◽

Vol 357 ◽

pp. e304 ◽

Author(s):

S. Gomes

Keyword(s):

Multiple Sclerosis ◽

Multiple Sclerosis Lesion

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Inflammatory cell expression of cyclooxygenase-2 in the multiple sclerosis lesion

Journal of Neuroimmunology ◽

10.1016/j.jneuroim.2003.12.021 ◽

2004 ◽

Vol 149 (1-2) ◽

pp. 40-49 ◽

Author(s):

J Rose

Keyword(s):

Multiple Sclerosis ◽

Inflammatory Cell ◽

Cyclooxygenase 2 ◽

Multiple Sclerosis Lesion ◽

Cell Expression

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Automatic multiple sclerosis lesion detection in brain MRI by FLAIR thresholding

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2014.04.006 ◽

2014 ◽

Vol 115 (3) ◽

pp. 147-161 ◽

Author(s):

Mariano Cabezas ◽

Arnau Oliver ◽

Eloy Roura ◽

Jordi Freixenet ◽

Joan C. Vilanova ◽

...

Keyword(s):

Multiple Sclerosis ◽

Brain Mri ◽

Lesion Detection ◽

Multiple Sclerosis Lesion

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System for the comprehensive analysis of multiple sclerosis lesion load based on MR imagery

10.1117/12.273942 ◽

1997 ◽

Author(s):

Jayaram K. Udupa ◽

Luogang Wei ◽

Yukio Miki ◽

Robert I. Grossman

Keyword(s):

Multiple Sclerosis ◽

Comprehensive Analysis ◽

Multiple Sclerosis Lesion ◽

Lesion Load ◽

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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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Probabilistic Multiple Sclerosis Lesion Classification Based on Modeling Regional Intensity Variability and Local Neighborhood Information

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2014.2385635 ◽

2015 ◽

Vol 62 (5) ◽

pp. 1281-1292 ◽

Author(s):

Rola Harmouche ◽

Nagesh K. Subbanna ◽

D. Louis Collins ◽

Douglas L. Arnold ◽

Tal Arbel

Keyword(s):

Multiple Sclerosis ◽

Multiple Sclerosis Lesion ◽

Neighborhood Information ◽

Local Neighborhood ◽

Lesion Classification

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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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