Identification of brain regions responsible for Alzheimer’s disease using a Self-adaptive Resource Allocation Network

In this paper, we present a novel approach for the identification of brain regions responsible for Alzheimer’s disease using the Magnetic Resonance (MR) images. The approach incorporates the recently developed Self-adaptive Resource Allocation Network (SRAN) for Alzheimer’s disease classification us...

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Bibliographic Details
Published in:	Neural networks Vol. 32; pp. 313 - 322
Main Authors:	Mahanand, B.S., Suresh, S., Sundararajan, N., Aswatha Kumar, M.
Format:	Journal Article
Language:	English
Published:	United States Elsevier Ltd 01.08.2012
Subjects:	Aged Algorithms Alzheimer Disease - pathology Alzheimer’s disease Amygdala - pathology Artificial Intelligence Brain - pathology Humans Image Processing, Computer-Assisted Integer coded genetic algorithm Magnetic Resonance Imaging Models, Genetic Neural Networks (Computer) Neurons - classification Parahippocampal Gyrus - pathology Resource Allocation - statistics & numerical data Self-adaptive Resource Allocation Network Support Vector Machine Voxel-based morphometry Magnetic Resonance Imaging Integer coded genetic algorithm Alzheimer’s disease Voxel-based morphometry Self-adaptive Resource Allocation Network
ISSN:	0893-6080, 1879-2782, 1879-2782
Online Access:	Get full text
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