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Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification

Multivariate pattern analysis (MVPA) methods such as support vector machines (SVMs) have been increasingly applied to fMRI and sMRI analyses, enabling the detection of distinctive imaging patterns. However, identifying brain regions that significantly contribute to the classification/group separatio...

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Detalhes bibliográficos
Main Authors: Gaonkar, Bilwaj, Davatzikos, Christos
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3767485/
https://ncbi.nlm.nih.gov/pubmed/23583748
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2013.03.066
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