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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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Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4139338/
https://www.ncbi.nlm.nih.gov/pubmed/25141298
http://dx.doi.org/10.1371/journal.pone.0105542