Recursive cluster elimination based support vector machine for disease state prediction using resting state functional and effective brain connectivity.

Brain state classification has been accomplished using features such as voxel intensities, derived from functional magnetic resonance imaging (fMRI) data, as inputs to efficient classifiers such as support vector machines (SVM) and is based on the spatial localization model of brain function. With t...

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Bibliographic Details
Main Authors: Gopikrishna Deshpande, Zhihao Li, Priya Santhanam, Claire D Coles, Mary Ellen Lynch, Stephan Hamann, Xiaoping Hu
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2010-12-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3000328?pdf=render