Support vector machine-based classification of neuroimages in Alzheimer’s disease: direct comparison of FDG-PET, rCBF-SPECT and MRI data acquired from the same individuals

OBJECTIVE: To conduct the first support vector machine (SVM)-based study comparing the diagnostic accuracy of T1-weighted magnetic resonance imaging (T1-MRI), F-fluorodeoxyglucose-positron emission tomography (FDG-PET) and regional cerebral blood flow single-photon emission computed tomography (rCBF...

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Detalhes bibliográficos
Publicado no:Braz J Psychiatry
Main Authors: Ferreira, Luiz K., Rondina, Jane M., Kubo, Rodrigo, Ono, Carla R., Leite, Claudia C., Smid, Jerusa, Bottino, Cassio, Nitrini, Ricardo, Busatto, Geraldo F., Duran, Fabio L., Buchpiguel, Carlos A.
Formato: Artigo
Idioma:Inglês
Publicado em: Associação Brasileira de Psiquiatria 2017
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Original Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6900774/
https://ncbi.nlm.nih.gov/pubmed/28977066
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1590/1516-4446-2016-2083
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