Impact of Nutritional Factors in Blood Glucose Prediction in Type 1 Diabetes Through Machine Learning

Impact of Nutritional Factors in Blood Glucose Prediction in Type 1 Diabetes Through Machine Learning

Type 1 Diabetes (T1D) is an autoimmune disease that affects millions of people worldwide. A critical issue in T1D patients is the managing of Postprandial Glucose Response (PGR), through the dosing of the insulin bolus to inject before meals. The Artificial Pancreas (AP), combining autonomous insuli...

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Bibliographic Details
Main Authors: Giovanni Annuzzi, Andrea Apicella, Pasquale Arpaia, Lutgarda Bozzetto, Sabatina Criscuolo, Egidio De Benedetto, Marisa Pesola, Roberto Prevete, Ersilia Vallefuoco
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Artificial intelligence
neural networks
artificial pancreas
blood glucose
health 40
machine learning
Online Access:https://ieeexplore.ieee.org/document/10043722/

Internet

https://ieeexplore.ieee.org/document/10043722/

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