Identifying factors and predicting mental health issues in polypharmacy elderly using machine learning: a study based on the English longitudinal study of aging

ObjectivesPolypharmacy is common among the elderly and is associated with various health issues. Identifying risk factors and developing accurate predictive models for mental health issues in polypharmacy elderly individuals is crucial for early intervention.MethodsData from the English Longitudinal...

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Үндсэн зохиолчид:	Hongju Wang, Fangqing Xie, Yu Wu, Yan Zhou, Xirui Guo, Shihao Yan, Hua Wei, Shibo Lin, Fang Yang, Chun Liu
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Frontiers Media S.A. 2026-05-01
Цуврал:	Frontiers in Psychology
Нөхцлүүд:	elderly KNN model machine learning mental health polypharmacy SHAP
Онлайн хандалт:	https://www.frontiersin.org/articles/10.3389/fpsyg.2026.1773958/full
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!