Group Independent Component Analysis of Multi-subject fMRI Data: Connections and Distinctions between Two Methods

2008 International Conference on BioMedical Engineering and Informatics ◽

10.1109/bmei.2008.191 ◽

2008 ◽

Author(s):

Ying Guo

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Fmri Data ◽

Group Independent Component Analysis

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Parallel group independent component analysis for massive fMRI data sets

PLoS ONE ◽

10.1371/journal.pone.0173496 ◽

2017 ◽

Vol 12 (3) ◽

pp. e0173496 ◽

Author(s):

Shaojie Chen ◽

Lei Huang ◽

Huitong Qiu ◽

Mary Beth Nebel ◽

Stewart H. Mostofsky ◽

...

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Fmri Data ◽

Data Sets ◽

Parallel Group ◽

Group Independent Component Analysis

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Multi-subject fMRI data analysis: Shift-invariant tensor factorization vs. group independent component analysis

2013 IEEE China Summit and International Conference on Signal and Information Processing ◽

10.1109/chinasip.2013.6625342 ◽

2013 ◽

Author(s):

Li-Dan Kuang ◽

Qiu-Hua Lin ◽

Xiao-Feng Gong ◽

Jing Fan ◽

Feng-Yu Cong ◽

...

Keyword(s):

Data Analysis ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Fmri Data ◽

Tensor Factorization ◽

Invariant Tensor ◽

Fmri Data Analysis ◽

Group Independent Component Analysis

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A unified framework for group independent component analysis for multi-subject fMRI data

10.1016/s1053-8119(09)70860-2 ◽

2009 ◽

Vol 47 ◽

pp. S101

Author(s):

Y. Guo ◽

G. Pagnoni

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Fmri Data ◽

Unified Framework ◽

Group Independent Component Analysis

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A unified framework for group independent component analysis for multi-subject fMRI data

10.1016/j.neuroimage.2008.05.008 ◽

2008 ◽

Vol 42 (3) ◽

pp. 1078-1093 ◽

Author(s):

Ying Guo ◽

Giuseppe Pagnoni

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Fmri Data ◽

Unified Framework ◽

Group Independent Component Analysis

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Preprocessing effects on group independent component analysis of fMRI data

2014 18th National Biomedical Engineering Meeting ◽

10.1109/biyomut.2014.7026333 ◽

2014 ◽

Author(s):

Duygu Sahin ◽

Adil Deniz Duru ◽

Ahmet Ademoglu

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Fmri Data ◽

Group Independent Component Analysis

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Capturing inter-subject variability with group independent component analysis of fMRI data: A simulation study

10.1016/j.neuroimage.2011.10.010 ◽

2012 ◽

Vol 59 (4) ◽

pp. 4141-4159 ◽

Author(s):

Elena A. Allen ◽

Erik B. Erhardt ◽

Yonghua Wei ◽

Tom Eichele ◽

Vince D. Calhoun

Keyword(s):

Independent Component Analysis ◽

Simulation Study ◽

Component Analysis ◽

Independent Component ◽

Fmri Data ◽

Subject Variability ◽

Group Independent Component Analysis

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ABNORMAL CONNECTIVITY OF SENSORY NETWORKS IN SCHIZOPHRENIA EXAMINED AT REST WITH SELF-ORGANIZING GROUP INDEPENDENT COMPONENT ANALYSIS (SOGICA)

Schizophrenia Research ◽

10.1016/s0920-9964(08)70310-4 ◽

2008 ◽

Vol 102 (1-3) ◽

pp. 103

Author(s):

Anna Rotarska-Jagiela ◽

Vincent van de Ven ◽

Viola Oertel ◽

David E.J. Linden ◽

Kai Vogeley

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Group Independent Component Analysis ◽

Self Organizing

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Strategies for reducing large fMRI data sets for independent component analysis

Magnetic Resonance Imaging ◽

10.1016/j.mri.2005.12.013 ◽

2006 ◽

Vol 24 (5) ◽

pp. 591-596 ◽

Author(s):

Ze Wang ◽

Jiongjiong Wang ◽

Vince Calhoun ◽

Hengyi Rao ◽

John A. Detre ◽

...

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Fmri Data ◽

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Group independent component analysis of MR spectra

Brain and Behavior ◽

10.1002/brb3.131 ◽

2013 ◽

Vol 3 (3) ◽

pp. 229-242 ◽

Author(s):

Ravi Kalyanam ◽

David Boutte ◽

Chuck Gasparovic ◽

Kent E. Hutchison ◽

Vince D. Calhoun

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Group Independent Component Analysis

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Sparse-Group Independent Component Analysis with application to yield curves prediction

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2018.08.027 ◽

2019 ◽

Vol 133 ◽

pp. 76-89

Author(s):

Ying Chen ◽

Linlin Niu ◽

Ray-Bing Chen ◽

Qiang He

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Yield Curves ◽

Group Independent Component Analysis

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