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 anal...

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Bibliographic Details
Main Authors: Manuel R Blum, Gabriela Spencer-Bonilla, Fátima Rodriguez, Gabriel M Knight, David M Maahs, Areli Valencia, Bongeka Z Zuma, Priya Prahalad, Ashish Sarraju, David Scheinker
Format: Article
Language:English
Published: BMJ Publishing Group 2020-12-01
Series:BMJ Open Diabetes Research & Care
Online Access:https://drc.bmj.com/content/8/2/e001725.full