Using support vector machines with multiple indices of diffusion for automated classification of mild cognitive impairment.

Using support vector machines with multiple indices of diffusion for automated classification of mild cognitive impairment.

Few studies have looked at the potential of using diffusion tensor imaging (DTI) in conjunction with machine learning algorithms in order to automate the classification of healthy older subjects and subjects with mild cognitive impairment (MCI). Here we apply DTI to 40 healthy older subjects and 33...

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Bibliographic Details
Main Authors: Laurence O'Dwyer, Franck Lamberton, Arun L W Bokde, Michael Ewers, Yetunde O Faluyi, Colby Tanner, Bernard Mazoyer, Desmond O'Neill, Máiréad Bartley, D Rónán Collins, Tara Coughlan, David Prvulovic, Harald Hampel
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3285682?pdf=render

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http://europepmc.org/articles/PMC3285682?pdf=render

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