Development and Validation of a Machine Learning Model Using Administrative Health Data to Predict Onset of Type 2 Diabetes

IMPORTANCE: Systems-level barriers to diabetes care could be improved with population health planning tools that accurately discriminate between high- and low-risk groups to guide investments and targeted interventions. OBJECTIVE: To develop and validate a population-level machine learning model for...

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Detalles Bibliográficos
Autores principales: Ravaut, Mathieu, Harish, Vinyas, Sadeghi, Hamed, Leung, Kin Kwan, Volkovs, Maksims, Kornas, Kathy, Watson, Tristan, Poutanen, Tomi, Rosella, Laura C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2021
Materias:
Original Investigation
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8150694/
https://www.ncbi.nlm.nih.gov/pubmed/34032855
http://dx.doi.org/10.1001/jamanetworkopen.2021.11315

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8150694/
https://www.ncbi.nlm.nih.gov/pubmed/34032855
http://dx.doi.org/10.1001/jamanetworkopen.2021.11315

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