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Updated: Jun 7, 2026

Basics of Multivariate Analysis in Neuroimaging Data
Published on: July 24, 2010
Protocol for predicting multivariate change of brain patterns using model-informed fMRI activations
1Institute for Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246 Hamburg, Germany.
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Investigating the spatially distributed information contained in fMRI data is essential for understanding brain functions. Here, we present a protocol to dynamically predict short-term changes in neural patterns using trial-by-trial blood-oxygen-level-dependent (BOLD) activity of a seed region. We describe steps for setting fMRI data acquisition parameters and quantification of changes in multivariate patterns. We then detail procedures for defining seed regions and identifying brain areas in which changes in multivariate patterns can be predicted by BOLD activity of the seed region. For complete details on the use and execution of this protocol, please refer to Möhring et al.1.

