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

par Sambo, Francesco;Gabriel, Rafael;Tuomi, Tiinamaija;Cobelli, Claudio;Di Camillo, Barbara;Franzin, Alberto ;Facchinetti, Andrea;Hakaste, Liisa;Kravic, Jasmina;Fico, Giuseppe;Tuomilehto, Jaakko;Groop, Leif
Référence Conference proceedings, 2015-November, page (2119-2122), 7318807
Publication Publié, 2015-11

Article révisé par les pairs

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Résumé :

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.