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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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Dettagli Bibliografici
Autori principali: Mourão-Miranda, Janaina, Hardoon, David R., Hahn, Tim, Marquand, Andre F., Williams, Steve C.R., Shawe-Taylor, John, Brammer, Michael
Natura: Artigo
Lingua:Inglês
Pubblicazione: Academic Press 2011
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Accesso online: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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