Development and validation of a machine learning model for classification of next glucose measurement in hospitalized patients

Summary: Background: Inpatient glucose management can be challenging due to evolving factors that influence a patient's blood glucose (BG) throughout hospital admission. The purpose of our study was to predict the category of a patient's next BG measurement based on electronic medical rec...

Full description

Bibliographic Details
Main Authors: Andrew D. Zale, Mohammed S. Abusamaan, John McGready, Nestoras Mathioudakis
Format: Article
Language:English
Published: Elsevier 2022-02-01
Series:EClinicalMedicine
Online Access:http://www.sciencedirect.com/science/article/pii/S2589537022000207