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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Venkataraman, Archana, Kubicki, Marek, Westin, Carl-Fredrik, Golland, Polina
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2010
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3110085/
https://ncbi.nlm.nih.gov/pubmed/21660131
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/CVPRW.2010.5543446
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