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...

Πλήρης περιγραφή

Αποθηκεύτηκε σε:
Λεπτομέρειες βιβλιογραφικής εγγραφής
Τόπος έκδοσης:Front Public Health
Κύριοι συγγραφείς: Wang, Yikang, Zhang, Liying, Niu, Miaomiao, Li, Ruiying, Tu, Runqi, Liu, Xiaotian, Hou, Jian, Mao, Zhenxing, Wang, Zhenfei, Wang, Chongjian
Μορφή: Artigo
Γλώσσα:Inglês
Έκδοση: Frontiers Media S.A. 2021
Θέματα:
Public Health
Διαθέσιμο Online: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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