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Regulation of Blood Glucose Level
Glucose in the blood is the energy source for all of the cells in the body. The membranes surrounding the cells prevent glucose from entering, except...
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Leveraging deep learning models for continuous glucose monitoring and prediction in diabetes management: towards enhanced blood sugar control
Diabetes mellitus is a chronic metabolic disorder that affects millions of individuals worldwide, presenting significant challenges in disease...
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Integral-event-triggered H∞, Blood Glucose Control of Type 1 Diabetes via Artificial Pancreas
This technical note is concerned with the event-triggered H ∞ blood glucose regulation issue of type 1 diabetes by using networked artificial pancreas...
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A Comparative Study of Time Series Models for Blood Glucose Prediction
Diabetes is a serious metabolic disorder which itself is a cause of many diseases. The only way to cure diabetes is to control blood glucose levels...
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Event Detection and Control of Blood Glucose Levels Using Deep Neural Network
Diabetes Mellitus is the most prevalent chronic illness worldwide that occurs because of the changes in the blood glucose regulation of the human...
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An Efficient Non-invasive Blood Glucose Measurement Using Microwave Antennas
Medical technology is advancing very fast, as technology advances there is improvement in both diagnostic techniques and equipment design....
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Two-Dimensional vs. Scalar Control of Blood Glucose Level in Diabetic Patients
Closed-loop controllers for insulin pumps have been on the market for some time. It has been shown that modified PID or MPC control algorithms are...
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Predicting Blood Glucose Levels in Type 1 Diabetes Using LSTM
The prediction of blood glucose level (BGL) appears necessary for patients with type 1 diabetes (T1D). In this work, we develop an automatic...
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Blood Glucose Regulation for Type 1 Diabetic Patients at Intensive Care Unit via Continuous Sliding-Mode Algorithms
This chapter proposes five continuous sliding-mode control algorithms to regulate blood glucose levels in critically ill patients affected with Type...
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A Comprehensive Review on Prediction of Blood Glucose Level in Type 1 Diabetic Using Machine Learning Techniques
Recent technological advancements have opened the doors for type 1 diabetes management systems, such as continuous glucose monitoring (CGM), advance...
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Optimised Glucose Control in Human Body using Automated Insulin Pump System
Diabetes is a chronic condition characterised by persistently high blood glucose levels that is controllable but not curable. Controlling the blood...
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Design of Fuzzy Controller for Blood Glucose Level
To maintain good health is the biggest challenge of this generation. And the environment we are living is not only polluted but it is hard to find...
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Glucose concentration evaluation in blood samples using novel microwave antenna sensor
A highly sensitive and novel antenna sensor is designed for evaluating concentration of glucose in the human blood. The proposed sensor is...
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Data-Driven Model for Long-Term Prediction of Blood Glucose in Type 2 Diabetes
Type 2 diabetes mellitus (T2DM) is a disease that affects more than 380 million people worldwide. In this study, we developed a model, for these type...
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Regulation of Blood Glucose Using Auto-Tuned PID Controller in Healthcare Systems
Monitoring the blood parameters of the patients outside hospitals or during the absence of medical professionals is a prevalent phenomenon. The...
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Postprandial Peak Identification from Continuous Glucose Monitoring Time Series
Continuous glucose monitors (CGMs) have been mainly used in medical applications to monitor blood glucose and to control insulin doses in Type 1...
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Automated blood glucose regulation for nonlinear model of type-1 diabetic patient under uncertainties: GWOCS type-2 fuzzy approach
Regulating blood glucose level (BGL) for type-1 diabetic patient (T1DP) accurately is very important issue, an uncontrolled BGL outside the standard...
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Stochastic Identification and Kalman Filter for Blood Glucose Estimation
Monitoring of blood glucose (BG) in diabetic patients is of utmost importance and an essential requirement in the development of an artificial...
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FPGA Implementation of Multivariate Support Vector Regression for Non-invasive Blood Glucose Estimation Using IoMT Framework
The higher value of blood glucose would lead to one of the most common chronicle diseases known as Diabetes. Diabetes has been considered as major...