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

Mapping Intimacies ◽

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

Download Full-text

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

Download Full-text

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 ◽

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

Download Full-text

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 ◽

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

Download Full-text

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 ◽

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 ◽

Download Full-text

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

Download Full-text

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 ◽

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 ◽

Download Full-text

Adaptive denoising technique for robust analysis of functional magnetic resonance imaging data

2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2001.1017280 ◽

2005 ◽

Author(s):

B.K. Ouda ◽

B.M. Tawfik ◽

A.-B.M. Youssef ◽

Y.M. Kadah

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data ◽

Robust Analysis ◽

Adaptive Denoising

Download Full-text

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

Download Full-text

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 ◽

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 ◽

Download Full-text

Classification of cocaine‐dependent participants with dynamic functional connectivity from functional magnetic resonance imaging data

Journal of Neuroscience Research ◽

10.1002/jnr.24421 ◽

2019 ◽

Vol 97 (7) ◽

pp. 790-803 ◽

Author(s):

Unal Sakoglu ◽

Mutlu Mete ◽

John Esquivel ◽

Katya Rubia ◽

Richard Briggs ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Functional Connectivity ◽

Functional Magnetic Resonance Imaging ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data ◽

Dynamic Functional Connectivity

Download Full-text