A Constrained ICA-EMD Model for Group Level fMRI Analysis

Independent component analysis (ICA), being a data-driven method, has been shown to be a powerful tool for functional magnetic resonance imaging (fMRI) data analysis. One drawback of this multivariate approach is that it is not, in general, compatible with the analysis of group data. Various techniq...

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Bibliographic Details
Main Authors: Simon Wein, Ana M. Tomé, Markus Goldhacker, Mark W. Greenlee, Elmar W. Lang
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-04-01
Series:Frontiers in Neuroscience
Subjects:
ICA
EMD
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2020.00221/full