Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine

Pattern recognition approaches, such as the Support Vector Machine (SVM), have been successfully used to classify groups of individuals based on their patterns of brain activity or structure. However these approaches focus on finding group differences and are not applicable to situations where one i...

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Detalles Bibliográficos
Autores principales: Mourão-Miranda, Janaina, Hardoon, David R., Hahn, Tim, Marquand, Andre F., Williams, Steve C.R., Shawe-Taylor, John, Brammer, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Academic Press 2011
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3191277/
https://www.ncbi.nlm.nih.gov/pubmed/21723950
http://dx.doi.org/10.1016/j.neuroimage.2011.06.042

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3191277/
https://www.ncbi.nlm.nih.gov/pubmed/21723950
http://dx.doi.org/10.1016/j.neuroimage.2011.06.042

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