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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Bibliographic Details
Main Authors: Wilmer Cristobal Guzman-Vilca, Manuel Castillo-Cara, Rodrigo M Carrillo-Larco
Format: Article
Language:English
Published: eLife Sciences Publications Ltd 2022-01-01
Series:eLife
Subjects:
Online Access:https://elifesciences.org/articles/72930