Using multivariate machine learning methods and structural MRI to classify childhood onset schizophrenia and healthy controls

Using multivariate machine learning methods and structural MRI to classify childhood onset schizophrenia and healthy controls

Introduction: Multivariate machine learning methods can be used to classify groups of schizophrenia patients and controls using structural magnetic resonance imaging (MRI). However, machine learning methods to date have not been extended beyond classification and contemporaneously applied in a meani...

Full description

Bibliographic Details
Main Authors: Deanna eGreenstein, Brian eWeisinger, James D. Malley, Liv eClasen, Nitin eGogtay
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-06-01
Series:Frontiers in Psychiatry
Subjects:
Schizophrenia
machine learning
MRI
cortical thickness
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpsyt.2012.00053/full

Internet

http://journal.frontiersin.org/Journal/10.3389/fpsyt.2012.00053/full

Similar Items