Exploratory analysis of brain connectivity with ICA.

Exploratory analysis of brain connectivity with ICA.

Covariance-based methods of exploration of functional connectivity of the brain from functional magnetic resonance imaging (fMRI) experiments, such as principal component analysis (PCA) and structural equation modeling (SEM), require a priori knowledge such as an anatomical model to infer functional...

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Bibliographic Details
Published in:IEEE Engineering in medicine and biology magazine 25, 2 (2006).
Main Author: Rajapakse, J.C
Format: Article
Language:English
Subjects:
Automated method.
Functional connectivity.
Functional magnetic resonance imaging.
Independent component analysis.
Language reading task dataset.
Spatial ICA.
Structural equation modeling.
Task-related brain activation.
Task-related neural systems.
Visual task dataset.