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Automatic Glucose Control during Meals and Exercise in Type 1 Diabetes: Proof-of-Concept in Silico Tests Using a Switched LPV Approach
(Institute of Electrical and Electronics Engineers, 2021-11)
Keeping the blood glucose levels within the safe range during meals and exercise still represents a major hurdle not only for patients with type 1 diabetes (T1D), but also for Artificial Pancreas (AP) systems. One of the ...
Automatic glycemic regulation for the pediatric population based on switched control and time-varying IOB constraints: an in silico study
(Springer Heidelberg, 2020-07-24)
Artificial pancreas (AP) systems have shown to improve glucose regulation in type 1 diabetes (T1D) patients. However, full closed-loop performance remains a challenge particularly in children and adolescents, since these ...
On-line policy learning and adaptation for real-time personalization of an artificial pancreas
(Elsevier, 2014-10)
The dynamic complexity of the glucose-insulin metabolism in diabetic patients is the main obstacle towards widespread use of an artificial pancreas. The significant level of subject-specific glycemic variability requires ...
Extended adaptive predictive controller with robust filter to enhance blood glucose regulation in type I diabetic subjects
(Pergamon-Elsevier Science Ltd, 2013-06)
In this paper, an improved adaptive predictive control with robust filter is developed to be applied in anartificial pancreas. Several problems inherent to endocrine systems for diabetic persons have to be tackled such as ...
Postprandial response improvement via safety layer in closed-loop blood glucose controllers
(Elsevier, 2014-11)
Traditional type 1 diabetes therapies are prone to show poor glucose regulation especially in the postprandial period owing to both physiological and technological limitations. Although a closed-loop controller for glucose ...
Switched LPV Glucose Control in Type 1 Diabetes
(Institute of Electrical and Electronics Engineers, 2016-06)
Objective: The purpose of this paper is to regulate the blood glucose level in Type 1 Diabetes Mellitus patients with a practical and flexible procedure that can switch among a finite number of distinct controllers, depending ...
Deep learning methods for intelligent cyber-physical systems
(2023)
Los sistemas ciberfísicos (CPSs) han surgido en los últimos años como un nuevo paradigma que fusiona varias tecnologías para permitir la interfaz entre el mundo físico y el cibernético. Esto ha abierto la puerta al uso de ...