Long-Term Glucose Forecasting for Open-Source Automated Insulin Delivery Systems: A Machine Learning Study with Real-World Variability Analysis

Glucose forecasting serves as a backbone for several healthcare applications, including real-time insulin dosing in people with diabetes and physical activity optimization. This paper presents a study on the use of machine learning (ML) and deep learning (DL) methods for predicting glucose variabili...

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Detalles Bibliográficos
Autores principales: Zafar, Ahtsham, Lewis, Dana M., Shahid, Arsalan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10048652/
https://www.ncbi.nlm.nih.gov/pubmed/36981436
http://dx.doi.org/10.3390/healthcare11060779

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10048652/
https://www.ncbi.nlm.nih.gov/pubmed/36981436
http://dx.doi.org/10.3390/healthcare11060779

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