Genetic Risk Score Increased Discriminant Efficiency of Predictive Models for Type 2 Diabetes Mellitus Using Machine Learning: Cohort Study

Frontiers in Public Health

Runqi Tu¹  Yikang Wang¹  Zhenxing Mao¹  Jian Hou¹  Chongjian Wang¹  Ruiying Li¹  Miaomiao Niu¹  Xiaotian Liu¹  Liying Zhang²  Zhenfei Wang³ 

[1] Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, China;Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, China;School of Information Engineering, Zhengzhou University, Zhengzhou, China;School of Information Engineering, Zhengzhou University, Zhengzhou, China;

关键词: type 2 diabetes;    risk prediction;    genetic risk score;    machine learning;    cohort study;   

DOI  :  10.3389/fpubh.2021.606711

来源: Frontiers

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