Construction of risk prediction model of type 2 diabetes mellitus based on logistic regression

• Published in: BIO web of conferences Vol. 8; p. 2002
• Main Authors: Li, Jian, Huang, Qin, Dong, Minghua, Qiu, Wei, Jiang, Lixia, Luo, Xiaoting, Huang, Zhengchun, Chen, Shuiqin, Wu, Qinfeng, Ou-Yang, Lu, Wu, Qin, Liu, Lihua, Li, Shumei
• Format: Journal Article Conference Proceeding
• Language: English
• Published: Les Ulis EDP Sciences 2017
• Subjects: Blood pressure; Diabetes mellitus; Diabetes mellitus (non-insulin dependent); Diastolic pressure; equations; females; males; noninsulin-dependent diabetes mellitus; Physical activity; Prediction models; Regression analysis; Regression models; Risk analysis; Risk factors; Sensitivity; Simulation; Sleep; Smoking; Vegetables

Objective: to construct multi factor prediction model for the individual risk of T2DM, and to explore new ideas for early warning, prevention and personalized health services for T2DM. Methods: using logistic regression techniques to screen the risk factors for T2DM and construct the risk prediction...