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Predicting youth diabetes risk using NHANES data and machine learning

Prediabetes and diabetes mellitus (preDM/DM) have become alarmingly prevalent among youth in recent years. However, simple questionnaire-based screening tools to reliably assess diabetes risk are only available for adults, not youth. As a first step in developing such a tool, we used a large-scale d...

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Detalles Bibliográficos
Autores principales: Vangeepuram, Nita, Liu, Bian, Chiu, Po-hsiang, Wang, Linhua, Pandey, Gaurav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8160335/
https://www.ncbi.nlm.nih.gov/pubmed/34045491
http://dx.doi.org/10.1038/s41598-021-90406-0