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Unsupervised Spatiotemporal fMRI Data Analysis using Support Vector Machines

In this work we present a new support vector machine (SVM)-based method for fMRI data analysis. SVM has been shown to be a powerful, efficient data-driven tool in pattern recognition, and has been applied to the supervised classification of brain cognitive states in fMRI experiments. We examine the...

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Detalhes bibliográficos
Main Authors: Song, Xiaomu, Wyrwicz, Alice M.
Formato: Artigo
Idioma:Inglês
Publicado em: 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2807732/
https://ncbi.nlm.nih.gov/pubmed/19344772
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2009.03.054
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