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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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Bibliografiske detaljer
Main Authors: Gaonkar, Bilwaj, Sotiras, Aristeidis, Davatzikos, Christos
Format: Artigo
Sprog:Inglês
Udgivet: 2013
Fag:
Online adgang: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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