Modeling and inference of multisubject fMRI data.

Modeling and inference of multisubject fMRI data.

This article reviews four commonly used approaches to group modeling in fMRI. The methods differ in their computational intensity (FSL with its two-level estimation including MCM being the most intense) and assumptions (SPM2 with its assumption of spatially homogeneous covariance Vg being most restr...

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Bibliographic Details
Published in:IEEE Engineering in medicine and biology magazine 25, 2 (2006).
Main Author: Mumford, J.A
Format: Article
Language:English
Subjects:
Computational assumptions.
Computational intensity.
Fixed-effects models.
Group fMRI analysis.
Group model.
Human brain.
Mixed-effects models.
Multisubject fMRI data.
Single-subject modeling.