Discriminant analysis of functional connectivity patterns on Grassmann manifold

The functional brain networks, extracted from fMRI images using independent component analysis, have been demonstrated informative for distinguishing brain states of cognitive function and brain disorders. Rather than analyzing each network encoded by a spatial independent component separately, we p...

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Bibliographic Details
Published in:	NeuroImage (Orlando, Fla.) Vol. 56; no. 4; pp. 2058 - 2067
Main Authors:	Fan, Yong, Liu, Yong, Wu, Hong, Hao, Yihui, Liu, Haihong, Liu, Zhening, Jiang, Tianzi
Format:	Journal Article
Language:	English
Published:	United States Elsevier Inc 15.06.2011 Elsevier Limited
Subjects:	Adult Algorithms Brain - physiopathology Brain Mapping - methods Classification Correlation analysis Discriminant Analysis Female fMRI Functional connectivity patterns Grassmann manifold Humans Image Interpretation, Computer-Assisted - methods Magnetic Resonance Imaging Male Methods Neural Pathways - physiopathology NMR Nuclear magnetic resonance Resting-state Schizophrenia Schizophrenia - classification Schizophrenia - physiopathology Studies Young Adult Functional connectivity patterns Schizophrenia fMRI Resting-state Discriminant analysis Grassmann manifold
ISSN:	1053-8119, 1095-9572, 1095-9572
Online Access:	Get full text
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