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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Detalhes bibliográficos
Main Authors: O'Dwyer, Laurence, Lamberton, Franck, Bokde, Arun L. W., Ewers, Michael, Faluyi, Yetunde O., Tanner, Colby, Mazoyer, Bernard, O'Neill, Desmond, Bartley, Máiréad, Collins, D. Rónán, Coughlan, Tara, Prvulovic, David, Hampel, Harald
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2012
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3285682/
https://ncbi.nlm.nih.gov/pubmed/22384251
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0032441
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