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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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Detalles Bibliográficos
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: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7684662/
https://www.ncbi.nlm.nih.gov/pubmed/33229378
http://dx.doi.org/10.1136/bmjdrc-2020-001725