Functional Magnetic Resonance Imaging Data Augmentation Through Conditional ICA

Mapping Intimacies ◽

10.1007/978-3-030-87196-3_46 ◽

2021 ◽

pp. 491-500

Author(s):

Badr Tajini ◽

Hugo Richard ◽

Bertrand Thirion

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Data Augmentation ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data

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

SACICA: A sparse approximation coefficient-based ICA model for functional magnetic resonance imaging data analysis

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2013.03.014 ◽

2013 ◽

Vol 216 (1) ◽

pp. 49-61 ◽

Author(s):

Nizhuan Wang ◽

Weiming Zeng ◽

Lei Chen

Keyword(s):

Magnetic Resonance Imaging ◽

Data Analysis ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Sparse Approximation ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data

Download Full-text

EROICA: Exploring regions of interest with cluster analysis in large functional magnetic resonance imaging data sets

Concepts in Magnetic Resonance ◽

10.1002/cmr.a.10053 ◽

2003 ◽

Vol 16A (1) ◽

pp. 50-62 ◽

Author(s):

M. Jarmasz ◽

R.L. Somorjai

Keyword(s):

Magnetic Resonance Imaging ◽

Cluster Analysis ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Regions Of Interest ◽

Data Sets ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data

Download Full-text

Improving the sensitivity of cluster‐based statistics for functional magnetic resonance imaging data

Human Brain Mapping ◽

10.1002/hbm.25399 ◽

2021 ◽

Author(s):

Linda Geerligs ◽

Eric Maris

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

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

Controversy in statistical analysis of functional magnetic resonance imaging data

Proceedings of the National Academy of Sciences ◽

10.1073/pnas.1705513114 ◽

2017 ◽

Vol 114 (17) ◽

pp. E3368-E3369 ◽

Author(s):

Emery N. Brown ◽

Marlene Behrmann

Keyword(s):

Magnetic Resonance Imaging ◽

Statistical Analysis ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data

Download Full-text

A slice-wise latent structure regression method for the analysis of functional magnetic resonance imaging data

Concepts in Magnetic Resonance Part A ◽

10.1002/cmr.a.21270 ◽

2013 ◽

Vol 42 (4) ◽

pp. 130-139 ◽

Author(s):

Ahmad Fayyaz ◽

Safee Ullah Chaudhary ◽

Sung-Ho Kim ◽

Hyunwook Park

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Regression Method ◽

Latent Structure ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data

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

A comparison of denoising pipelines in high temporal resolution task‐based functional magnetic resonance imaging data

Human Brain Mapping ◽

10.1002/hbm.24635 ◽

2019 ◽

Author(s):

Andrew R. Mayer ◽

Josef M. Ling ◽

Andrew B. Dodd ◽

Nicholas A. Shaff ◽

Christopher J. Wertz ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Functional Magnetic Resonance Imaging ◽

Temporal Resolution ◽

High Temporal Resolution ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data

Download Full-text

Generating Nonlinear Models of Functional Connectivity from Functional Magnetic Resonance Imaging Data with Genetic Programming

2019 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2019.8790120 ◽

2019 ◽

Author(s):

James Alexander Hughes ◽

Mark Daley

Keyword(s):

Magnetic Resonance Imaging ◽

Magnetic Resonance ◽

Functional Connectivity ◽

Functional Magnetic Resonance Imaging ◽

Genetic Programming ◽

Nonlinear Models ◽

Imaging Data ◽

Functional Magnetic Resonance ◽

Resonance Imaging ◽

Magnetic Resonance Imaging Data

Download Full-text