[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 …
STLnet: Signal temporal logic enforced multivariate recurrent neural networks
Abstract Recurrent Neural Networks (RNNs) have made great achievements for sequential
prediction tasks. In practice, the target sequence often follows certain model properties or …
prediction tasks. In practice, the target sequence often follows certain model properties or …
Hybrid knowledge and data driven synthesis of runtime monitors for cyber-physical systems
Recent advances in sensing and computing technology have led to the proliferation of
Cyber-Physical Systems (CPS) in safety-critical domains. However, the increasing device …
Cyber-Physical Systems (CPS) in safety-critical domains. However, the increasing device …
Data-driven design of context-aware monitors for hazard prediction in artificial pancreas systems
Medical Cyber-physical Systems (MCPS) are vulnerable to accidental or malicious faults
that can target their controllers and cause safety hazards and harm to patients. This paper …
that can target their controllers and cause safety hazards and harm to patients. This paper …
Review of algorithms for improving control of blood glucose levels
In this study, we review recently proposed advanced methods based on various techniques
in order to improve blood glucose control while avoiding an increased risk of hypoglycemia …
in order to improve blood glucose control while avoiding an increased risk of hypoglycemia …
Model predictive control of glucose concentration based on signal temporal logic specifications with unknown-meals occurrence
The glycemia regulation is a significant challenge in the Artificial Pancreas (AP) scenario.
Several control systems have been developed in the last years, many of them requiring meal …
Several control systems have been developed in the last years, many of them requiring meal …
[PDF][PDF] EVALUATION OF ALGORITHMS TO IMPROVE BLOOD GLUCOSE LEVEL CONTROL
L Kumar, D Upadhyay - Journal of Higher Education Theory and …, 2023 - johetap.com
In this study; we examine recently suggested sophisticated strategies based on a variety of
approaches to enhance blood glucose regulation in type 1 diabetic patients without raising …
approaches to enhance blood glucose regulation in type 1 diabetic patients without raising …
Classification of personalized daily data from continuous glucose monitoring
J Tašić, M Takács - … on Intelligent Systems and Informatics (SISY …, 2022 - ieeexplore.ieee.org
During the last few decades, the number of people suffering from diabetes has been
increasing. The artificial pancreas (AP) is a closed-loop glucose controller that successfully …
increasing. The artificial pancreas (AP) is a closed-loop glucose controller that successfully …