Machine Learning Prediction of Hypoglycemia and Hyperglycemia From Electronic Health Records: Algorithm Development and Validation

BACKGROUND: Acute blood glucose (BG) decompensations (hypoglycemia and hyperglycemia) represent a frequent and significant risk for inpatients and adversely affect patient outcomes and safety. The increasing need for BG management in inpatients poses a high demand on clinical staff and health care s...

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Detalles Bibliográficos
Autores principales: Witte, Harald, Nakas, Christos, Bally, Lia, Leichtle, Alexander Benedikt
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345028/
https://www.ncbi.nlm.nih.gov/pubmed/35526139
http://dx.doi.org/10.2196/36176

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345028/
https://www.ncbi.nlm.nih.gov/pubmed/35526139
http://dx.doi.org/10.2196/36176

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