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1. A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes.

Author

Sambo F, Di Camillo B, Franzin A, Facchinetti A, Hakaste L, Kravic J, Fico G, Tuomilehto J, Groop L, Gabriel R, Tuomi T, and Cobelli C

Subjects
Bayes Theorem, Databases, Factual, Finland, Glucose Tolerance Test, Humans, Male, Risk Factors, Spain, White People, Diabetes Mellitus, Type 2 etiology, Metabolic Syndrome complications, Models, Statistical
Abstract

In order to better understand the relations between different risk factors in the predisposition to type 2 diabetes, we present a Bayesian Network analysis of a large dataset, composed of three European population studies. Our results show, together with a key role of metabolic syndrome and of glucose after 2 hours of an Oral Glucose Tolerance Test, the importance of education, measured as the number of years of study, in the predisposition to type 2 diabetes.

Published
2015
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