Evaluation of the impact of body mass index on venous thromboembolism risk factors

In this paper, we investigate the interaction impacts of body mass index (BMI) on the other important risk factors for venous thromboembolism (VTE), using deep venous thrombosis (DVT) patient data from the International Warfarin Pharmacogenetics Consortium (IWPC). We apply eight machine learning tec...

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Veröffentlicht in:	PloS one 2020-07, Vol.15 (7), p.e0235007-e0235007
Hauptverfasser:	Tajik, Fatemeh, Wang, Mingzheng, Zhang, Xiaohui, Han, Jie
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian analysis Biology and Life Sciences Body mass Body mass index Body size Computer and Information Sciences Consortia Health aspects Health risk assessment Health risks Learning algorithms Machine learning Medicine and Health Sciences Obesity Pharmacogenetics Physical sciences Regression analysis Research and analysis methods Risk analysis Risk factors Support vector machines Thromboembolism Thrombosis Warfarin
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