Independent Component Analysis of Functional Magnetic Resonance Imaging Data Using Wavelet Dictionaries

Independent Component Analysis and Signal Separation - Lecture Notes in Computer Science ◽

10.1007/978-3-540-74494-8_78 ◽

2007 ◽

pp. 625-632 ◽

Cited By ~ 1

Author(s):

Robert Johnson ◽

Jonathan Marchini ◽

Stephen Smith ◽

Christian Beckmann

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Component Analysis ◽

Independent Component ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data

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INDEPENDENT COMPONENT ANALYSIS OF FUNCTIONAL MAGNETIC RESONANCE IMAGING DATA

Handbook of Pattern Recognition and Computer Vision ◽

10.1142/9789812775320_0020 ◽

2005 ◽

pp. 365-384 ◽

Cited By ~ 1

Author(s):

V. D. Calhoun ◽

B. Hong

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Component Analysis ◽

Independent Component ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data

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Comparison of three methods for generating group statistical inferences from independent component analysis of functional magnetic resonance imaging data

Journal of Magnetic Resonance Imaging ◽

10.1002/jmri.20009 ◽

2004 ◽

Vol 19 (3) ◽

pp. 365-368 ◽

Cited By ~ 121

Author(s):

Vincent J. Schmithorst ◽

Scott K. Holland

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Independent Component ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data ◽

Statistical Inferences

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An Optimal Independent Component Analysis Approach for Functional Magnetic Resonance Imaging Data

2006 International Conference on Intelligent Information Hiding and Multimedia ◽

10.1109/iih-msp.2006.265124 ◽

2006 ◽

Cited By ~ 2

Author(s):

Nan Zhang ◽

Xianchuan Yu ◽

Guosheng Ding

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Independent Component ◽

Analysis Approach ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data

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Robust analysis of event-related functional magnetic resonance imaging data using independent component analysis

10.1117/12.463604 ◽

2002 ◽

Author(s):

Yasser M. Kadah

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Independent Component ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data ◽

Robust Analysis

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Independent component analysis of complex-valued functional magnetic resonance imaging data by complex nonlinearities

2004 2nd IEEE International Symposium on Biomedical Imaging: Macro to Nano (IEEE Cat No. 04EX821) ◽

10.1109/isbi.2004.1398705 ◽

2005 ◽

Cited By ~ 1

Author(s):

V. Calhoun ◽

T. Adal ◽

L. Yiou

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Independent Component ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data ◽

Complex Valued

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The impact of denoising on independent component analysis of functional magnetic resonance imaging data

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2012.10.011 ◽

2013 ◽

Vol 213 (1) ◽

pp. 105-122 ◽

Cited By ~ 16

Author(s):

Jean Michel Pignat ◽

Oleksiy Koval ◽

Dimitri Van De Ville ◽

Sviatoslav Voloshynovskiy ◽

Christoph Michel ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Independent Component ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data ◽

The Impact

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Snowball ICA: A Model Order Free Independent Component Analysis Strategy for Functional Magnetic Resonance Imaging Data

Frontiers in Neuroscience ◽

10.3389/fnins.2020.569657 ◽

2020 ◽

Vol 14 ◽

Author(s):

Guoqiang Hu ◽

Abigail B. Waters ◽

Serdar Aslan ◽

Blaise Frederick ◽

Fengyu Cong ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data ◽

Model Order ◽

Analysis Strategy

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Tensor clustering on outer-product of coefficient and component matrices of independent component analysis for reliable functional magnetic resonance imaging data decomposition

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2019.108359 ◽

2019 ◽

Vol 325 ◽

pp. 108359 ◽

Cited By ~ 3

Author(s):

Guoqiang Hu ◽

Qing Zhang ◽

Abigail B. Waters ◽

Huanjie Li ◽

Chi Zhang ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data ◽

Data Decomposition ◽

Outer Product

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Independent Component Analysis Involving Autocorrelated Sources With an Application to Functional Magnetic Resonance Imaging

Journal of the American Statistical Association ◽

10.1198/jasa.2011.tm10332 ◽

2011 ◽

Vol 106 (495) ◽

pp. 1009-1024 ◽

Cited By ~ 19

Author(s):

Seonjoo Lee ◽

Haipeng Shen ◽

Young Truong ◽

Mechelle Lewis ◽

Xuemei Huang

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Component Analysis ◽

Independent Component ◽

Functional Magnetic Resonance ◽

Resonance Imaging

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Independent Component Analysis of Localized Resting-State Functional Magnetic Resonance Imaging Reveals Specific Motor Subnetworks

Brain Connectivity ◽

10.1089/brain.2012.0079 ◽

2012 ◽

Vol 2 (4) ◽

pp. 218-224 ◽

Cited By ~ 12

Author(s):

William Seunghyun Sohn ◽

Kwangsun Yoo ◽

Yong Jeong

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Resting State ◽

Component Analysis ◽

Independent Component ◽

Functional Magnetic Resonance ◽

Resonance Imaging

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