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A Bayesian Network ...
A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes
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- Sambo, Francesco (author)
- University of Padova
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- Di Camillo, Barbara (author)
- University of Padova
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- Franzin, Alberto (author)
- Université Libre de Bruxelles (ULB)
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- Facchinetti, Andrea (author)
- University of Padova
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- Hakaste, Liisa (author)
- University of Helsinki
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- Kravic, Jasmina (author)
- Lund University,Lunds universitet,Translationell muskelforskning,Forskargrupper vid Lunds universitet,Translational Muscle Research,Lund University Research Groups
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- Fico, Giuseppe (author)
- Technical University of Madrid
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- Tuomilehto, Jaakko (author)
- Finnish National Institute for Health and Welfare
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- Groop, Leif (author)
- Lund University,Lunds universitet,Translationell muskelforskning,Forskargrupper vid Lunds universitet,Translational Muscle Research,Lund University Research Groups
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- Gabriel, Rafael (author)
- University Hospital La Paz
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- Tuomi, Tiinamaija (author)
- University of Helsinki
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- Cobelli, Claudio (author)
- University of Padova
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(creator_code:org_t)
- 2015
- 2015
- English.
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In: 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). - 1557-170X. - 9781424492718 ; 2015, s. 22-2119
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Abstract
Subject headings
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- 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.
Subject headings
- MEDICIN OCH HÄLSOVETENSKAP -- Klinisk medicin -- Endokrinologi och diabetes (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Clinical Medicine -- Endocrinology and Diabetes (hsv//eng)
- MEDICIN OCH HÄLSOVETENSKAP -- Hälsovetenskap -- Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi (hsv//swe)
- MEDICAL AND HEALTH SCIENCES -- Health Sciences -- Public Health, Global Health, Social Medicine and Epidemiology (hsv//eng)
Keyword
- 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
Publication and Content Type
- kon (subject category)
- ref (subject category)
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- By the author/editor
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Sambo, Francesco
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Di Camillo, Barb ...
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Franzin, Alberto
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Facchinetti, And ...
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Hakaste, Liisa
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Kravic, Jasmina
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show more...
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Fico, Giuseppe
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Tuomilehto, Jaak ...
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Groop, Leif
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Gabriel, Rafael
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Tuomi, Tiinamaij ...
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Cobelli, Claudio
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- About the subject
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Clinical Medicin ...
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and Endocrinology an ...
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- MEDICAL AND HEALTH SCIENCES
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MEDICAL AND HEAL ...
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and Health Sciences
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and Public Health Gl ...
- Articles in the publication
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2015 37th Annual ...
- By the university
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Lund University