[PDF][PDF] Control engineering methods for blood glucose levels regulation

J Tašić, M Takács, L Kovács - Acta Polytechnica Hungarica, 2022 - researchgate.net
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 …

STLnet: Signal temporal logic enforced multivariate recurrent neural networks

M Ma, J Gao, L Feng… - Advances in Neural …, 2020 - proceedings.neurips.cc
Abstract Recurrent Neural Networks (RNNs) have made great achievements for sequential
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

X Zhou, B Ahmed, JH Aylor, P Asare… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
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 …

Data-driven design of context-aware monitors for hazard prediction in artificial pancreas systems

X Zhou, B Ahmed, JH Aylor, P Asare… - 2021 51st Annual …, 2021 - ieeexplore.ieee.org
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 …

Review of algorithms for improving control of blood glucose levels

J Tašić, G Eigner, L Kovács - 2020 IEEE 18th International …, 2020 - ieeexplore.ieee.org
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 …

Model predictive control of glucose concentration based on signal temporal logic specifications with unknown-meals occurrence

F Cairoli, G Fenu, FA Pellegrino… - Cybernetics and …, 2020 - Taylor & Francis
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 …

[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 …

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 …