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Development, validation, and application of a machine learning model to estimate salt consumption in 54 countries

Global targets to reduce salt intake have been proposed, but their monitoring is challenged by the lack of population-based data on salt consumption. We developed a machine learning (ML) model to predict salt consumption at the population level based on simple predictors and applied this model to na...

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Detalles Bibliográficos
Autores principales: Guzman-Vilca, Wilmer Cristobal, Castillo-Cara, Manuel, Carrillo-Larco, Rodrigo M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8789317/
https://www.ncbi.nlm.nih.gov/pubmed/34984979
http://dx.doi.org/10.7554/eLife.72930