Machine Learning Models for Nocturnal Hypoglycemia Prediction in Hospitalized Patients with Type 1 Diabetes

Nocturnal hypoglycemia (NH) is a dangerous complication of insulin therapy that often goes undetected. In this study, we aimed to generate machine learning (ML)-based models for short-term NH prediction in hospitalized patients with type 1 diabetes (T1D). The models were trained on continuous glucos...

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Detalles Bibliográficos
Autores principales: Berikov, Vladimir B., Kutnenko, Olga A., Semenova, Julia F., Klimontov, Vadim V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9409948/
https://www.ncbi.nlm.nih.gov/pubmed/36013211
http://dx.doi.org/10.3390/jpm12081262

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