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Insulin Infusion Systems

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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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Automatic Adaptation of Basal Insulin Using Sensor-Augmented Pump Therapy.

Journal of diabetes science and technology 29493359
BACKGROUND: People with insulin-dependent diabetes rely on an intensified insulin regimen. Despite several guidelines, they are usually impractical and fall short in achieving optimal glycemic outcomes. In this work, a novel technique for automatic a...
Adolescent Adult Algorithms Artificial Intelligence Blood Glucose Self-Monitoring Child Diabetes Mellitus, Type 1 Female Humans Insulin Insulin Infusion Systems Male Models, Theoretical
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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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A Dual Mode Adaptive Basal-Bolus Advisor Based on Reinforcement Learning.

IEEE journal of biomedical and health informatics 30571648
Self-monitoring of blood glucose (SMBG) and continuous glucose monitoring (CGM) are commonly used by type 1 diabetes (T1D) patients to measure glucose concentrations. The proposed adaptive basal-bolus algorithm (ABBA) supports inputs from either SMBG...
Adult Algorithms Blood Glucose Blood Glucose Self-Monitoring Computer Simulation Diabetes Mellitus, Type 1 Female Humans Insulin Insulin Infusion Systems Machine Learning Male Precision Medicine
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News and Views: A Roundup of some new developments in diabetes.

Diabetic medicine : a journal of the British Diabetic Association 30589137
Artificial Intelligence Diabetes Mellitus Diabetic Retinopathy Early Diagnosis Humans Insulin Infusion Systems
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