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Quantifying the Predictive Power of Social Determinants of Health in Cardiovascular Disease and Type 2 Diabetes Progression Using XGBoost: Retrospective Cohort Study

Abstract BackgroundCardiovascular diseases (CVDs) and type 2 diabetes (DM2) are influenced not only by biomedical risk factors but also by social determinants of health (SDOH). While the inclusion of SDOH in predictive models is increasingly advocated, few studies have quantif...

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Principais autores: Hielke Muizelaar, Marcel Haas, Maarten van Aken, Rimke Vos, Marco Spruit
Format: Artigo
Sprog:Inglês
Udgivet: JMIR Publications 2026-07-01
Serier:JMIR Medical Informatics
Online adgang:https://medinform.jmir.org/2026/1/e80377
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