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Interpreting support vector machine models for multivariate group wise analysis in neuroimaging

Machine learning based classification algorithms like support vector machines (SVMs) have shown great promise for turning a high dimensional neuroimaging data into clinically useful decision criteria. However, tracing imaging based patterns that contribute significantly to classifier decisions remai...

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Foilsithe in:Med Image Anal
Main Authors: Gaonkar, Bilwaj, Shinohara, Russell T, Davatzikos, Christos
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2015
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4532600/
https://ncbi.nlm.nih.gov/pubmed/26210913
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2015.06.008
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