Identifying risk factors of developing type 2 diabetes from an adult population with initial prediabetes using a Bayesian network.

Pilar Fuster-Parra,Aina M Yañez,Arturo López-González,A Aguiló,Miquel Bennasar-Veny

Frontiers in public health（2022）

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摘要

The feasibility of BNs in epidemiological studies is shown, in particular, when data from T2D risk factors are considered. BNs allow us to order the features which influence the most the development of T2D. The proposed BN model might be used as a general tool for prevention, that is, to improve the prognosis.

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关键词

Bayesian networks,Markov blanket,prediabetes,prevention,risk factors,type 2 diabetes

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