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Recursive Cluster Elimination Based Support Vector Machine for Disease State Prediction Using Resting State Functional and Effective Brain Connectivity

BACKGROUND: 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 func...

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Detalles Bibliográficos
Autores principales: Deshpande, Gopikrishna, Li, Zhihao, Santhanam, Priya, Coles, Claire D., Lynch, Mary Ellen, Hamann, Stephan, Hu, Xiaoping
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3000328/
https://www.ncbi.nlm.nih.gov/pubmed/21151556
http://dx.doi.org/10.1371/journal.pone.0014277