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MON-611 Using Machine Learning on Electronic Health Records to Predict Inpatient Glucose Levels and Physicians’ Insulin Dosing

The current optimal inpatient diabetes management schema involves administration of basal, prandial, and correctional insulin to maintain blood glucose (BG) within a target range. Nonetheless, practical management often fails to reach the ideal in both insulin dosing regimens and patients’ BG outcom...

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Detalles Bibliográficos
Autores principales: Jankovic, Ivana, Liu, Xiran, Chen, Jonathan H
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7207564/
http://dx.doi.org/10.1210/jendso/bvaa046.044