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Explainable Machine Learning to Understand the Social and Biological Determinants of Type 2 Diabetes in Mexico

Introduction. Type 2 diabetes mellitus (T2DM) is a multifactorial disease associated not only with clinical factors but also with social determinants such as income, education, and access to healthcare. Its global prevalence continues to rise, particularly in low- and middle-income countries, makin...

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Principais autores: Mario Daniel Cervantes-Guerrero, Carlos E. Galván-Tejada, Miguel Cruz, Jorge I. Galván-Tejada, Rodrigo C. Barros, Lucas Kupssinskü
Formato: Artigo
Idioma:Espanhol
Publicado em: Fundación Universitaria María Cano 2026-04-01
coleção:Revista de Investigación e Innovación en Ciencias de la Salud
Assuntos:
Machine learning
Explainable AI
Diabetes
Socioeconomic determinants
SHAP
Mexico
Acesso em linha:https://riics.info/index.php/RCMC/article/view/535
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