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 ◽

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 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 ◽

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 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 ◽

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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Independent Component Analysis of Functional Magnetic Resonance Imaging (fMRI) Data: A simple Approach

Research Journal of Applied Sciences Engineering and Technology ◽

10.19026/rjaset.5.4226 ◽

2013 ◽

Vol 5 (24) ◽

pp. 5494-5502

Author(s):

Amir Amir ◽

A. Khaliq ◽

I.M. Qureshi ◽

Ihsanulhaq Ihsanulhaq ◽

Jawad A. Shah

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Component Analysis ◽

Simple Approach ◽

Independent Component ◽

Fmri Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging

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Application of independent component analysis for activation detection in functional magnetic resonance imaging (FMRI) data

2009 IEEE/SP 15th Workshop on Statistical Signal Processing ◽

10.1109/ssp.2009.5278621 ◽

2009 ◽

Author(s):

Mahsa Akhbari ◽

Emad Fatemizadeh

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Component Analysis ◽

Independent Component ◽

Fmri Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Activation Detection

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Test-retest precision of functional magnetic resonance imaging processed with independent component analysis

Neuroradiology ◽

10.1007/s00234-001-0722-6 ◽

2002 ◽

Vol 44 (5) ◽

pp. 403-406 ◽

Author(s):

G. Nybakken ◽

M. Quigley ◽

C. Moritz ◽

D. Cordes ◽

V. Haughton ◽

...

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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Lattice independent component analysis for functional magnetic resonance imaging

Information Sciences ◽

10.1016/j.ins.2010.09.023 ◽

2011 ◽

Vol 181 (10) ◽

pp. 1910-1928 ◽

Author(s):

Manuel Graña ◽

Darya Chyzhyk ◽

Maite García-Sebastián ◽

Carmen Hernández

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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Spatial independent component analysis of functional magnetic resonance imaging time-series: characterization of the cortical components

Neurocomputing ◽

10.1016/s0925-2312(02)00517-9 ◽

2002 ◽

Vol 49 (1-4) ◽

pp. 241-254 ◽

Author(s):

E. Formisano ◽

F. Esposito ◽

N. Kriegeskorte ◽

G. Tedeschi ◽

F. Di Salle ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Time Series ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Component Analysis ◽

Independent Component ◽

Functional Magnetic Resonance ◽

Resonance Imaging

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A robust independent component analysis (ICA) model for functional magnetic resonance imaging (fMRI) data

10.1117/12.878711 ◽

2011 ◽

Author(s):

Jingqi Ao ◽

Sunanda Mitra ◽

Zheng Liu ◽

Brian Nutter

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Independent Component Analysis ◽

Functional Magnetic Resonance Imaging ◽

Component Analysis ◽

Independent Component ◽

Fmri Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging

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Rejection of pulse related artefact (PRA) from continuous electroencephalographic (EEG) time series recorded during functional magnetic resonance imaging (fMRI) using constraint independent component analysis (cICA)

10.1016/j.neuroimage.2008.10.017 ◽

2009 ◽

Vol 44 (3) ◽

pp. 679-691 ◽

Author(s):

Yves Leclercq ◽

Evelyne Balteau ◽

Thanh Dang-Vu ◽

Manuel Schabus ◽

André Luxen ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Time Series ◽

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 FUNCTIONAL MAGNETIC RESONANCE IMAGING DATA

Handbook of Pattern Recognition and Computer Vision ◽

10.1142/9789812775320_0020 ◽

2005 ◽

pp. 365-384 ◽

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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