A Novel Texture Extraction Technique with T1 Weighted MRI for the Classification of Alzheimer’s Disease

•Novel texture extraction technique using different block sizes of the image slices.•Evaluation of multiple feature selection techniques and classifiers on 812 ADNI subjects.•Proposed textures show good characteristics for AD classification.•Texture extraction technique runs over two times faster th...

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Bibliographic Details

Published in:	Journal of neuroscience methods Vol. 318; pp. 84 - 99
Main Authors:	Vaithinathan, Krishnakumar, Parthiban, Latha
Format:	Journal Article
Language:	English
Published:	Netherlands Elsevier B.V 15-04-2019
Subjects:	Alzheimer's disease Classification Computer aided diagnosis Texture Computer aided diagnosis Alzheimer's disease Texture Classification
Online Access:	Get full text
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