[PDF][PDF] Control engineering methods for blood glucose levels regulation
In this article, we review recently proposed, advanced methods, for the control of blood
glucose levels, in patients with type 1 diabetes. The proposed methods are based on …
glucose levels, in patients with type 1 diabetes. The proposed methods are based on …
The evolution of control algorithms in artificial pancreas: A historical perspective
G Quiroz - Annual Reviews in Control, 2019 - Elsevier
Blood glucose control algorithms have evolved since the beginnings of the artificial
pancreas in diabetes treatment. Although the main problem to solve remains as the …
pancreas in diabetes treatment. Although the main problem to solve remains as the …
Automated blood glucose control in type 1 diabetes: A review of progress and challenges
Since the 2000s, research teams worldwide have been working to develop closed-loop (CL)
systems able to automatically control blood glucose (BG) levels in patients with type 1 …
systems able to automatically control blood glucose (BG) levels in patients with type 1 …
Artificial intelligence and machine learning for improving glycemic control in diabetes: best practices, pitfalls and opportunities
Objective: Artificial intelligence and machine learning are transforming many fields including
medicine. In diabetes, robust biosensing technologies and automated insulin delivery …
medicine. In diabetes, robust biosensing technologies and automated insulin delivery …
An artificial pancreas for automated blood glucose control in patients with type 1 diabetes
Automated glucose control in patients with Type 1 diabetes is much-coveted by patients,
relatives and healthcare professionals. It is the expectation that a system for automated …
relatives and healthcare professionals. It is the expectation that a system for automated …
A reinforcement learning based system for blood glucose control without carbohydrate estimation in type 1 diabetes: In silico validation
Type 1 Diabetes (T1D) is a chronic autoimmune disease, which requires the use of
exogenous insulin for glucose regulation. In current hybrid closed-loop systems, meal entry …
exogenous insulin for glucose regulation. In current hybrid closed-loop systems, meal entry …
Artificial neural networks for closed loop control of in silico and ad hoc type 1 diabetes
JF de Canete, S Gonzalez-Perez… - Computer methods and …, 2012 - Elsevier
The closed loop control of blood glucose levels might help to reduce many short-and long-
term complications of type 1 diabetes. Continuous glucose monitoring and insulin pump …
term complications of type 1 diabetes. Continuous glucose monitoring and insulin pump …
Artificial pancreas clinical trials: Moving towards closed-loop control using insulin-on-board constraints
Artificial pancreas (AP) systems for people with type 1 diabetes (T1DM) combine the use of a
smart insulin pump with a Continuous Glucose Monitor (CGM) and a control algorithm to …
smart insulin pump with a Continuous Glucose Monitor (CGM) and a control algorithm to …
Artificial pancreas: model predictive control design from clinical experience
Background: The objective of this research is to develop a new artificial pancreas that takes
into account the experience accumulated during more than 5000 h of closed-loop control in …
into account the experience accumulated during more than 5000 h of closed-loop control in …
A review of model prediction in diabetes and of designing glucose regulators based on model predictive control for the artificial pancreas
K Saiti, M Macaš, K Štechová, P Pithová… - … Technology in Bio-and …, 2017 - Springer
The present work presents a comparative assessment of glucose prediction models for
diabetic patients using data from sensors monitoring blood glucose concentration as well as …
diabetic patients using data from sensors monitoring blood glucose concentration as well as …