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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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Main Authors: Gaonkar, Bilwaj, Davatzikos, Christos
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2013
Ábhair:
Rochtain Ar Líne: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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