A Bayesian network model of new-onset diabetes in older Chinese: The Guangzhou biobank cohort study

BackgroundExisting diabetes risk prediction models based on regression were limited in dealing with collinearity and complex interactions. Bayesian network (BN) model that considers interactions may provide additional information to predict risk and infer causation.MethodsBN model was constructed fo...

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Xehetasun bibliografikoak

Egile Nagusiak:	Ying Wang, Wei Sen Zhang, Yuan Tao Hao, Chao Qiang Jiang, Ya Li Jin, Kar Keung Cheng, Tai Hing Lam, Lin Xu
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	Frontiers Media S.A. 2022-08-01
Saila:	Frontiers in Endocrinology
Gaiak:	Bayesian network directed acyclic graph causal model risk factors diabetes
Sarrera elektronikoa:	https://www.frontiersin.org/articles/10.3389/fendo.2022.916851/full
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