Networks in Coronary Heart Disease Genetics As a Step towards Systems Epidemiology

We present the use of innovative machine learning techniques in the understanding of Coronary Heart Disease (CHD) through intermediate traits, as an example of the use of this class of methods as a first step towards a systems epidemiology approach of complex diseases genetics. Using a sample of 252...

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Veröffentlicht in:	PloS one 2015-05, Vol.10 (5), p.e0125876
Hauptverfasser:	Drenos, Fotios, Grossi, Enzo, Buscema, Massimo, Humphries, Steve E
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial intelligence Cardiovascular disease Cardiovascular diseases Complexity Coronary artery disease Coronary Disease - epidemiology Coronary Disease - genetics Coronary heart disease Epidemics Epidemiology Genetic aspects Genetic polymorphisms Genetic Predisposition to Disease Genetics Heart Heart diseases Humans Information science Learning algorithms Machine learning Male Methods Middle Aged Risk analysis Risk factors Science Statistical analysis Statistical mechanics Variables
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