The Effect of Age Correction on Multivariate Classification in Alzheimer’s Disease, with a Focus on the Characteristics of Incorrectly and Correctly Classified Subjects

The similarity of atrophy patterns in Alzheimer’s disease (AD) and in normal aging suggests age as a confounding factor in multivariate models that use structural magnetic resonance imaging (MRI) data. To study the effect and compare different age correction approaches on AD diagnosis and prediction...

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Detalhes bibliográficos
Publicado no:Brain Topogr
Main Authors: Falahati, Farshad, Ferreira, Daniel, Soininen, Hilkka, Mecocci, Patrizia, Vellas, Bruno, Tsolaki, Magda, Kłoszewska, Iwona, Lovestone, Simon, Eriksdotter, Maria, Wahlund, Lars-Olof, Simmons, Andrew, Westman, Eric
Formato: Artigo
Idioma:Inglês
Publicado em: Springer US 2015
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Original Paper
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4754326/
https://ncbi.nlm.nih.gov/pubmed/26440606
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10548-015-0455-1
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