Identification of High Likelihood of Dementia in Population-Based Surveys using Unsupervised Clustering: a Longitudinal Analysis

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BACKGROUND: Dementia is defined by cognitive decline that affects functional status. Longitudinal ageing surveys often lack a clinical diagnosis of dementia though measure cognitive and function over time. We used unsupervised machine learning and longitudinal data to identify transition to probable...

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Detalles Bibliográficos
Autores principales: Gharbi-Meliani, Amin, Husson, François, Vandendriessche, Henri, Eleonore Bayen, France, Yaffe, Kristine, Bachoud-Lévi, Anne-Catherine, de Langavant, Laurent Cleret
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
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Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9980227/
https://www.ncbi.nlm.nih.gov/pubmed/36865284
http://dx.doi.org/10.1101/2023.02.17.23286078
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