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Multiclass classification of FDG PET scans for the distinction between Parkinson's disease and atypical parkinsonian syndromes()()

Most available pattern recognition methods in neuroimaging address binary classification problems. Here, we used relevance vector machine (RVM) in combination with booststrap resampling (‘bagging’) for non-hierarchical multiclass classification. The method was tested on 120 cerebral (18)fluorodeoxyg...

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主要な著者: Garraux, Gaëtan, Phillips, Christophe, Schrouff, Jessica, Kreisler, Alexandre, Lemaire, Christian, Degueldre, Christian, Delcour, Christian, Hustinx, Roland, Luxen, André, Destée, Alain, Salmon, Eric
フォーマット: Artigo
言語:Inglês
出版事項: Elsevier 2013
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC3778264/
https://ncbi.nlm.nih.gov/pubmed/24179839
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.nicl.2013.06.004
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