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Identifying influential environmental drivers of Alzheimer's disease at the county level using machine learning and

Ria Martins1, Yanni Cao1, Jianyong Wu1

  • 1Division of Environmental Health Sciences, College of Public Health, The Ohio State University, Columbus, OH, USA.

Journal of Alzheimer'S Disease Reports
|October 15, 2026
PubMed
Abstract

Keywords:
Alzheimer's diseaseSHapley Additive exPlanations (SHAP)XGBoostenvironmental exposuresexplainable artificial intelligencesocioeconomic factorsspatial epidemiology

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