An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning

An Insulin Bolus Advisor for Type 1 Diabetes Using Deep Reinforcement Learning

(1) Background: People living with type 1 diabetes (T1D) require self-management to maintain blood glucose (BG) levels in a therapeutic range through the delivery of exogenous insulin. However, due to the various variability, uncertainty and complex glucose dynamics, optimizing the doses of insulin...

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Bibliographic Details
Main Authors: Taiyu Zhu, Kezhi Li, Lei Kuang, Pau Herrero, Pantelis Georgiou
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Sensors
Subjects:
type 1 diabetes
deep learning
insulin bolus
reinforcement learning
artificial pancreas
artificial intelligence
Online Access:https://www.mdpi.com/1424-8220/20/18/5058

Internet

https://www.mdpi.com/1424-8220/20/18/5058

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