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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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3285682/
https://www.ncbi.nlm.nih.gov/pubmed/22384251
http://dx.doi.org/10.1371/journal.pone.0032441