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Pancreas, Artificial

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Stress Testing of an Artificial Pancreas System With Pizza and Exercise Leads to Improvements in the System's Fuzzy Logic Controller.

Journal of diabetes science and technology 26370244
BACKGROUND: Under controlled conditions, the Dose Safety artificial pancreas (AP) system controller, which utilizes "fuzzy logic" (FL) methodology to calculate and deliver appropriate insulin dosages based on changes in blood glucose, successfully ma...
Adult Algorithms Blood Glucose Blood Glucose Self-Monitoring Diabetes Mellitus, Type 1 Dietary Carbohydrates Dietary Fats Drug Dosage Calculations Equipment Design Exercise Female Fuzzy Logic Humans Hypoglycemic Agents Insulin Insulin Infusion Systems Male Materials Testing Pancreas, Artificial Predictive Value of Tests Reproducibility of Results Signal Processing, Computer-Assisted Stress, Physiological Time Factors Treatment Outcome Young Adult
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In Silico Testing of an Artificial-Intelligence-Based Artificial Pancreas Designed for Use in the Intensive Care Unit Setting.

Journal of diabetes science and technology 27301982
BACKGROUND: Effective glucose control in the intensive care unit (ICU) setting has the potential to decrease morbidity and mortality rates which should in turn lead to decreased health care expenditures. Current ICU-based glucose controllers are math...
Algorithms Artificial Intelligence Blood Glucose Computer Simulation Humans Intensive Care Units Models, Theoretical Pancreas, Artificial
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Predictive Models Control of the Artificial Pancreas: Compartmental or Neural Networks Models?

Artificial organs 29460328
Diabetes Mellitus Glucose Humans Models, Biological Neural Networks, Computer Pancreas, Artificial
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Incorporating Unannounced Meals and Exercise in Adaptive Learning of Personalized Models for Multivariable Artificial Pancreas Systems.

Journal of diabetes science and technology 30060699
BACKGROUND: Despite the recent advancements in the modeling of glycemic dynamics for type 1 diabetes mellitus, automatically considering unannounced meals and exercise without manual user inputs remains challenging.
Algorithms Blood Glucose Diabetes Mellitus, Type 1 Exercise Humans Hypoglycemic Agents Insulin Insulin Infusion Systems Machine Learning Meals Pancreas, Artificial
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Neural network-based model predictive control for type 1 diabetic rats on artificial pancreas system.

Medical & biological engineering & computing 30069675
Artificial pancreas system (APS) is a viable option to treat diabetic patients. Researchers, however, have not conclusively determined the best control method for APS. Due to intra-/inter-variability of insulin absorption and action, an individualize...
Animals Blood Glucose Diabetes Mellitus, Experimental Diabetes Mellitus, Type 1 Insulin Neural Networks, Computer Pancreas, Artificial Rats, Sprague-Dawley
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Prediction of Hypoglycemia During Aerobic Exercise in Adults With Type 1 Diabetes.

Journal of diabetes science and technology 30650997
BACKGROUND: Fear of exercise related hypoglycemia is a major reason why people with type 1 diabetes (T1D) do not exercise. There is no validated prediction algorithm that can predict hypoglycemia at the start of aerobic exercise.
Adult Blood Glucose Diabetes Mellitus, Type 1 Exercise Female Heart Rate Humans Hypoglycemia Machine Learning Male Pancreas, Artificial
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