Predicting Progression of Alzheimer’s Disease Using Ordinal Regression

We propose a novel approach to predicting disease progression in Alzheimer’s disease (AD) – multivariate ordinal regression – which inherently models the ordered nature of brain atrophy spanning normal aging (CTL) to mild cognitive impairment (MCI) to AD. Ordinal regression provides probabilistic cl...

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Detalhes bibliográficos
Main Authors: Doyle, Orla M., Westman, Eric, Marquand, Andre F., Mecocci, Patrizia, Vellas, Bruno, Tsolaki, Magda, Kłoszewska, Iwona, Soininen, Hilkka, Lovestone, Simon, Williams, Steve C. R., Simmons, Andrew
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2014
Assuntos:
Research Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4139338/
https://ncbi.nlm.nih.gov/pubmed/25141298
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0105542
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