Listar Ingeniería de Sistemas por autor "Castillo Cara, José Manuel"
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Development, validation, and application of a machine learning model to estimate salt consumption in 54 countries
Guzman-Vilca, Wilmer Cristobal; Castillo Cara, José Manuel; Carrillo-Larco, Rodrigo M. (eLife Sciences Publications Ltd, 2022)Acceso abiertoGlobal 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 ... -
On the relevance of the metadata used in the semantic segmentation of indoor image spaces
Vasquez Espinoza L.; Castillo Cara, José Manuel; Orozco Barbosa L. (Elsevier, 2021)Acceso abiertoThe study of artificial learning processes in the area of computer vision context has mainly focused on achieving a fixed output target rather than on identifying the underlying processes as a means to develop solutions ...