Application of Machine Learning Algorithms to Predict Uncontrolled Diabetes Using the All of Us Research Program Data

Application of Machine Learning Algorithms to Predict Uncontrolled Diabetes Using the All of Us Research Program Data

There is a paucity of predictive models for uncontrolled diabetes mellitus. The present study applied different machine learning algorithms on multiple patient characteristics to predict uncontrolled diabetes. Patients with diabetes above the age of 18 from the All of Us Research Program were includ...

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Bibliographic Details
Main Authors: Tadesse M. Abegaz, Muktar Ahmed, Fatimah Sherbeny, Vakaramoko Diaby, Hongmei Chi, Askal Ayalew Ali
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Healthcare
Subjects:
All of Us Research Program
machine learning
prediction
uncontrolled diabetes
serum electrolytes
Online Access:https://www.mdpi.com/2227-9032/11/8/1138

Internet

https://www.mdpi.com/2227-9032/11/8/1138

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