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Machine Learning Models to Predict Future Frailty in Community-Dwelling Middle-Aged and Older Adults: The ELSA Cohort Study

BACKGROUND: Machine learning (ML) models can be used to predict future frailty in the community setting. However, outcome variables for epidemiologic data sets such as frailty usually have an imbalance between categories, that is, there are far fewer individuals classified as frail than as nonfrail,...

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Detalles Bibliográficos
Autores principales: Leme, Daniel Eduardo da Cunha, de Oliveira, Cesar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10613015/
https://www.ncbi.nlm.nih.gov/pubmed/37209408
http://dx.doi.org/10.1093/gerona/glad127