Machine Learning Approach for Care Improvement of Children and Youth with Type 1 Diabetes Treated with Hybrid Closed-Loop System

Machine Learning Approach for Care Improvement of Children and Youth with Type 1 Diabetes Treated with Hybrid Closed-Loop System

Type 1 diabetes is a disease affecting beta cells of the pancreas and it’s responsible for a decreased insulin secretion, leading to an increased blood glucose level. The traditional method for glucose treatment is based on finger-stick measurement of the blood glucose concentration and consequent m...

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Bibliographic Details
Main Authors: Sara Campanella, Luisiana Sabbatini, Valentino Cherubini, Valentina Tiberi, Monica Marino, Paola Pierleoni, Alberto Belli, Giada Boccolini, Lorenzo Palma
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Electronics
Subjects:
Machine Learning
T1DM
insulin pump
continuous glucose monitoring
hybrid closed-loop system
Online Access:https://www.mdpi.com/2079-9292/11/14/2227

Internet

https://www.mdpi.com/2079-9292/11/14/2227

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