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Sparse learning and stability selection for predicting MCI to AD conversion using baseline ADNI data

BACKGROUND: Patients with Mild Cognitive Impairment (MCI) are at high risk of progression to Alzheimer’s dementia. Identifying MCI individuals with high likelihood of conversion to dementia and the associated biosignatures has recently received increasing attention in AD research. Different biosigna...

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Detalles Bibliográficos
Autores principales: Ye, Jieping, Farnum, Michael, Yang, Eric, Verbeeck, Rudi, Lobanov, Victor, Raghavan, Nandini, Novak, Gerald, DiBernardo, Allitia, Narayan, Vaibhav A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3477025/
https://www.ncbi.nlm.nih.gov/pubmed/22731740
http://dx.doi.org/10.1186/1471-2377-12-46