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Stacked Classifiers for Individualized Prediction of Glycemic Control Following Initiation of Metformin Therapy in Type 2 Diabetes

OBJECTIVE: Metformin is the preferred first-line medication for management of type 2 diabetes and prediabetes. However, over a third of patients experience primary or secondary therapeutic failure. We developed machine learning models to predict which patients initially prescribed metformin will ach...

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Detaylı Bibliyografya
Yayımlandı:Comput Biol Med
Asıl Yazarlar: Murphree, Dennis H., Arabmakki, Elaheh, Ngufor, Che, Storlie, Curtis B., McCoy, Rozalina G.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2018
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC6279555/
https://ncbi.nlm.nih.gov/pubmed/30347342
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.compbiomed.2018.10.017
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