Remodeling Pearson's Correlation for Functional Brain Network Estimation and Autism Spectrum Disorder Identification

Remodeling Pearson's Correlation for Functional Brain Network Estimation and Autism Spectrum Disorder Identification

Functional brain network (FBN) has been becoming an increasingly important way to model the statistical dependence among neural time courses of brain, and provides effective imaging biomarkers for diagnosis of some neurological or psychological disorders. Currently, Pearson's Correlation (PC) i...

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Bibliographic Details
Main Authors: Weikai Li, Zhengxia Wang, Limei Zhang, Lishan Qiao, Dinggang Shen
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-08-01
Series:Frontiers in Neuroinformatics
Subjects:
functional brain network
functional magnetic resonance imaging
Pearson's correlation
sparse representation
scale-free
autism spectrum disorder
Online Access:http://journal.frontiersin.org/article/10.3389/fninf.2017.00055/full

Internet

http://journal.frontiersin.org/article/10.3389/fninf.2017.00055/full

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