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Nutritional markers of undiagnosed type 2 diabetes in adults: Findings of a machine learning analysis with external validation and benchmarking

OBJECTIVES: Using a nationally-representative, cross-sectional cohort, we examined nutritional markers of undiagnosed type 2 diabetes in adults via machine learning. METHODS: A total of 16429 men and non-pregnant women ≥ 20 years of age were analysed from five consecutive cycles of the National Heal...

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Detalles Bibliográficos
Autores principales: De Silva, Kushan, Lim, Siew, Mousa, Aya, Teede, Helena, Forbes, Andrew, Demmer, Ryan T., Jönsson, Daniel, Enticott, Joanne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8099133/
https://www.ncbi.nlm.nih.gov/pubmed/33951067
http://dx.doi.org/10.1371/journal.pone.0250832