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

Published in:	Visual informatics (Online) Vol. 5; no. 4; pp. 67 - 80
Main Authors:	Ghosh, Sukanta, Hazarika, Amlan Pratim, Chandra, Abhijit, Mudi, Rajani K.
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.12.2021 Elsevier
Subjects:	Fuzzy c-means MRI Neighbor information modeling Rician noise Sparse Neighbor information modeling Sparse AD MRI Rician noise Fuzzy c-means
ISSN:	2468-502X, 2468-502X
Online Access:	Get full text
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