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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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Detalles Bibliográficos
Autores principales: Sato, João Ricardo, Rondina, Jane Maryam, Mourão-Miranda, Janaina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3521128/
https://www.ncbi.nlm.nih.gov/pubmed/23248579
http://dx.doi.org/10.3389/fnins.2012.00178