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

Background: Previous studies have constructed prediction models for type 2 diabetes mellitus (T2DM), but machine learning was rarely used and few focused on genetic prediction. This study aimed to establish an effective T2DM prediction tool and to further explore the potential of genetic risk scores...

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Bibliografiske detaljer
Udgivet i:Front Public Health
Main Authors: Wang, Yikang, Zhang, Liying, Niu, Miaomiao, Li, Ruiying, Tu, Runqi, Liu, Xiaotian, Hou, Jian, Mao, Zhenxing, Wang, Zhenfei, Wang, Chongjian
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2021
Fag:
Public Health
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7925839/
https://ncbi.nlm.nih.gov/pubmed/33681127
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpubh.2021.606711
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