A robust classifier to distinguish noise from fMRI independent components.

Analyzing Functional Magnetic Resonance Imaging (fMRI) of resting brains to determine the spatial location and activity of intrinsic brain networks--a novel and burgeoning research field--is limited by the lack of ground truth and the tendency of analyses to overfit the data. Independent Component A...

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Bibliographic Details
Main Authors: Vanessa Sochat, Kaustubh Supekar, Juan Bustillo, Vince Calhoun, Jessica A Turner, Daniel L Rubin
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3991682?pdf=render