Boosting Brain Connectome Classification Accuracy in Alzheimer’s disease using Higher-Order Singular Value Decomposition

Boosting Brain Connectome Classification Accuracy in Alzheimer’s disease using Higher-Order Singular Value Decomposition

Alzheimer's disease (AD) is a progressive brain disease. Accurate detection of AD and its prodromal stage, mild cognitive impairment (MCI), are crucial. There is also a growing interest in identifying brain imaging biomarkers that help to automatically differentiate stages of Alzheimer’s diseas...

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Bibliographic Details
Main Authors: Liang eZhan, Yashu eLiu, Yalin eWang, Jiayu eZhou, Neda eJahanshad, Jieping eYe, Paul Matthew Thompson
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-07-01
Series:Frontiers in Neuroscience
Subjects:
Classification
Mild Cognitive Impairment
Alzheimer's disease
diffusion MRI
connectome
High-order SVD
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnins.2015.00257/full

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