Decoding continuous behavioral variables from neuroimaging data

Decoding continuous behavioral variables from neuroimaging data

The application of statistical machine learning techniques to neuroimaging data has allowed researchers to decode the cognitive and disease states of participants. The majority of studies using these techniques have focused on pattern classification to decode the type of object a participant is view...

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Bibliographic Details
Main Authors: Jessica R Cohen, Robert F Asarnow, Fred W Sabb, Robert M Bilder, Susan Y Bookheimer, Barbara J Knowlton, Russell A Poldrack
Format: Article
Language:English
Published: Frontiers Media S.A. 2011-06-01
Series:Frontiers in Neuroscience
Subjects:
fMRI
machine learning
biomarker
high-dimensional regression
multivariate decoding
predictive analysis
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnins.2011.00075/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fnins.2011.00075/full

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