Multivariate strategies in functional magnetic resonance imaging |
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| Authors: | Hansen Lars Kai |
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| Affiliation: | Informatics and Mathematical Modelling, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark. lkh@imm.dtu.dk |
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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. |
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