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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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Detalhes bibliográficos
Publicado no:J Endocr Soc
Main Authors: Jankovic, Ivana, Liu, Xiran, Chen, Jonathan H
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7207564/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1210/jendso/bvaa046.044
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