Evaluating diabetes risk: Bayesian hierarchical models and machine learning integration

Type 2 diabetes mellitus (T2DM) is a global health concern influenced by factors such as obesity, sedentary behavior, and poor diet. This study aims to analyze both regional and individual predictors of T2DM in Bangladesh by integrating Bayesian hierarchical models with machine learning methods. Thi...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Noor Muhammad Khan, Md Mizanoor Rahman, Mashfiqul Huq Chowdhury
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Elsevier 2026-02-01
Цуврал:	Heliyon
Нөхцлүүд:	Bayesian statistics Machine learning Mixed effect model Simulation Diabetes prediction
Онлайн хандалт:	http://www.sciencedirect.com/science/article/pii/S2405844026000113
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!