Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes

Volume: 103, Pages: 109 - 115
Published: Dec 1, 2018
Abstract
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 achieve and maintain control of their blood glucose after one year of therapy.We performed a retrospective analysis of administrative claims data for 12,147...
Paper Details
Title
Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes
Published Date
Dec 1, 2018
Volume
103
Pages
109 - 115
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