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Deriving statistical significance maps for support vector regression using medical imaging data

Regression analysis involves predicting a continuous variable using imaging data. The Support Vector Regression (SVR) algorithm has previously been used in addressing regression analysis in neuroimaging. However, identifying the regions of the image that the SVR uses to model the dependence of a tar...

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Detalhes bibliográficos
Main Authors: Gaonkar, Bilwaj, Sotiras, Aristeidis, Davatzikos, Christos
Formato: Artigo
Idioma:Inglês
Publicado em: 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4199337/
https://ncbi.nlm.nih.gov/pubmed/25328907
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/PRNI.2013.13
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