@inproceedings{3833de4c29d042c482cb566835bee0c1,
title = "A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes",
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. ",
keywords = "Bayes Theorem, Databases, Factual, Diabetes Mellitus, Type 2/etiology, European Continental Ancestry Group, Finland, Glucose Tolerance Test, Humans, Male, Metabolic Syndrome/complications, Models, Statistical, Risk Factors, Spain",
author = "Francesco Sambo and {Di Camillo}, Barbara and Alberto Franzin and Andrea Facchinetti and Liisa Hakaste and Jasmina Kravic and Giuseppe Fico and Jaakko Tuomilehto and Leif Groop and Rafael Gabriel and Tiinamaija Tuomi and Claudio Cobelli",
year = "2015",
doi = "10.1109/EMBC.2015.7318807",
language = "English",
volume = "2015",
series = "Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings",
publisher = "IEEE - Institute of Electrical and Electronics Engineers Inc.",
pages = "2119--22",
booktitle = "2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)",
address = "United States",
note = "37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ; Conference date: 25-08-2015 Through 29-08-2015",
}
