Browsing by Author "Castillo-Cara, Manuel"

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Clusters of people with type 2 diabetes in the general population: unsupervised machine learning approach using national surveys in Latin America and the Caribbean

Carrillo Larco, Rodrigo Martín; Castillo-Cara, Manuel; Anza-Ramirez, Cecilia; Bernabé Ortiz, Antonio (BMJ Publishing Group, 2021)

INTRODUCTION: We aimed to identify clusters of people with type 2 diabetes mellitus (T2DM) and to assess whether the frequency of these clusters was consistent across selected countries in Latin America and the Caribbean ...
Development, validation, and application of a machine learning model to estimate salt consumption in 54 countries

Guzman-Vilca, Wilmer Cristobal; Castillo-Cara, Manuel; Carrillo Larco, Rodrigo Martín (eLife Sciences Publications, 2022)

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 ...

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