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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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Autors principals: Mourão-Miranda, Janaina, Hardoon, David R., Hahn, Tim, Marquand, Andre F., Williams, Steve C.R., Shawe-Taylor, John, Brammer, Michael
Format: Artigo
Idioma:Inglês
Publicat: Academic Press 2011
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3191277/
https://ncbi.nlm.nih.gov/pubmed/21723950
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2011.06.042
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