Multivariate strategies in functional magnetic resonance imaging

Lars Kai Hansen

doi:10.1016/j.bandl.2006.12.004

Multivariate strategies in functional magnetic resonance imaging

Lars Kai Hansen

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Abstract

We discuss aspects of multivariate fMRI modeling, including the statistical evaluation of multivariate models and means for dimensional reduction. In a case study we analyze linear and non-linear dimensional reduction tools in the context of a `mind reading' predictive multivariate fMRI model.

Original language	English
Journal	Brain and Language
Volume	102
Issue number	2
Pages (from-to)	186-191
ISSN	0093-934X
DOIs	https://doi.org/10.1016/j.bandl.2006.12.004
Publication status	Published - 2007

Keywords

multivariate modeling
brain imaging

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10.1016/j.bandl.2006.12.004

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title = "Multivariate strategies in functional magnetic resonance imaging",

abstract = "We discuss aspects of multivariate fMRI modeling, including the statistical evaluation of multivariate models and means for dimensional reduction. In a case study we analyze linear and non-linear dimensional reduction tools in the context of a `mind reading' predictive multivariate fMRI model.",

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Multivariate strategies in functional magnetic resonance imaging

Abstract

Keywords

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