Adaptive neighbor constrained deviation sparse variant fuzzy c-means clustering for brain MRI of AD subject

Adaptive neighbor constrained deviation sparse variant fuzzy c-means clustering for brain MRI of AD subject

Progression of Alzheimer’s disease (AD) bears close proximity with the tissue loss in the medial temporal lobe (MTL) and enlargement of lateral ventricle (LV). The early stage of AD, mild cognitive impairment (MCI), can be traced by diagnosing brain MRI scans with advanced fuzzy c-means clustering a...

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Bibliographic Details
Main Authors: Sukanta Ghosh, Amlan Pratim Hazarika, Abhijit Chandra, Rajani K. Mudi
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Visual Informatics
Subjects:
MRI
Fuzzy c-means
Neighbor information modeling
Sparse
Rician noise
AD
Online Access:http://www.sciencedirect.com/science/article/pii/S2468502X21000589

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http://www.sciencedirect.com/science/article/pii/S2468502X21000589

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