Multimethod, multidataset analysis reveals paradoxical relationships between sociodemographic factors, Hispanic ethnicity and diabetes

INTRODUCTION: Population-level and individual-level analyses have strengths and limitations as do ‘blackbox’ machine learning (ML) and traditional, interpretable models. Diabetes mellitus (DM) is a leading cause of morbidity and mortality with complex sociodemographic dynamics that have not been ana...

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Publicado en:BMJ Open Diabetes Res Care
Autores principales: Knight, Gabriel M, Spencer-Bonilla, Gabriela, Maahs, David M, Blum, Manuel R, Valencia, Areli, Zuma, Bongeka Z, Prahalad, Priya, Sarraju, Ashish, Rodriguez, Fatima, Scheinker, David
Formato: Artigo
Lenguaje:Inglês
Publicado: BMJ Publishing Group 2020
Materias:
Epidemiology/Health services research
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7684662/
https://ncbi.nlm.nih.gov/pubmed/33229378
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1136/bmjdrc-2020-001725
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