Measuring abnormal brains: building normative rules in Neuroimaging using one-class support vector machines

Pattern recognition methods have demonstrated to be suitable analyses tools to handle the high dimensionality of neuroimaging data. However, most studies combining neuroimaging with pattern recognition methods focus on two-class classification problems, usually aiming to discriminate patients under...

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Bibliographic Details
Main Authors: Joao R Sato, Jane M Rondina, Janaina eMourão-Miranda
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-12-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnins.2012.00178/full