Robust feature selection in resting-state fMRI connectivity based on population studies

We propose an alternative to univariate statistics for identifying population differences in functional connectivity. Our feature selection method is based on a procedure that searches across subsets of the data to isolate a set of robust, predictive functional connections. The metric, known as the...

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Bibliographic Details
Main Authors: Venkataraman, Archana, Kubicki, Marek, Westin, Carl-Fredrik, Golland, Polina
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers (IEEE) 2012
Online Access:http://hdl.handle.net/1721.1/72387
https://orcid.org/0000-0003-2516-731X
https://orcid.org/0000-0002-2683-5888