Identification of high likelihood of dementia in population-based surveys using unsupervised clustering: a longitudinal analysis

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

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Detalles Bibliográficos
Autores principales: Gharbi-Meliani, Amin, Husson, François, Vandendriessche, Henri, Bayen, Eleonore, Yaffe, Kristine, Bachoud-Lévi, Anne-Catherine, Cleret de Langavant, Laurent
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10688099/
https://www.ncbi.nlm.nih.gov/pubmed/38031083
http://dx.doi.org/10.1186/s13195-023-01357-9
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