Rotation-invariant multi-contrast non-local means for MS lesion segmentation

Rotation-invariant multi-contrast non-local means for MS lesion segmentation

Multiple sclerosis (MS) lesion segmentation is crucial for evaluating disease burden, determining disease progression and measuring the impact of new clinical treatments. MS lesions can vary in size, location and intensity, making automatic segmentation challenging. In this paper, we propose a new s...

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Bibliographic Details
Main Authors: Nicolas Guizard, MEng, Pierrick Coupé, PhD, Vladimir S. Fonov, PhD, Jose V. Manjón, PhD, Douglas L. Arnold, MD, D. Louis Collins, PhD
Format: Article
Language:English
Published: Elsevier 2015-01-01
Series:NeuroImage: Clinical
Subjects:
MS lesions
Segmentation
Non-local
Patch-based
Multi-contrast
Supervised
MSGC
MRI
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158215000935

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http://www.sciencedirect.com/science/article/pii/S2213158215000935

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