AIMC Topic: 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 Sep 14, 2015
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...
Predictive Value of Tests Equipment Design Signal Processing, Computer-Assisted Pancreas, Artificial Hypoglycemic Agents Insulin Treatment Outcome Time Factors Male Fuzzy Logic Humans Diabetes Mellitus, Type 1 Exercise Reproducibility of Results Algorithms Stress, Physiological Materials Testing Blood Glucose Dietary Carbohydrates Blood Glucose Self-Monitoring Female Young Adult Drug Dosage Calculations Adult Dietary Fats Insulin Infusion Systems
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Research Gaps, Challenges, and Opportunities in Automated Insulin Delivery Systems.

Diabetes technology & therapeutics Jul 1, 2025
Since the discovery of the life-saving hormone insulin in 1921 by Dr. Frederick Banting in 1921, there have been many critical discoveries and technical breakthroughs that have enabled people living with type 1 diabetes (T1D) to live longer, healthie...
Pregnancy Female Blood Glucose Humans Blood Glucose Self-Monitoring Insulin Insulin Infusion Systems Diabetes Mellitus, Type 1 Pancreas, Artificial Hypoglycemic Agents Evidence Gaps
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Deep reinforcement learning for Type 1 Diabetes: Dual PPO controller for personalized insulin management.

Computers in biology and medicine Jun 1, 2025
BACKGROUND: Managing blood glucose levels in Type 1 Diabetes Mellitus (T1DM) is essential to prevent complications. Traditional insulin delivery methods often require significant patient involvement, limiting automation. Reinforcement Learning (RL)-b...
Computer Simulation Precision Medicine Female Adult Humans Reinforcement Machine Learning Insulin Infusion Systems Pancreas, Artificial Insulin Diabetes Mellitus, Type 1 Hypoglycemic Agents Male Deep Learning Blood Glucose
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[Current applications and challenges of artificial intelligence in diabetes management].

Zhonghua yi xue za zhi Apr 15, 2025
In recent years, the rapid development of artificial intelligence (AI) has brought innovative opportunities to diabetes management, with significant application potential in various aspects such as prevention, screening, diagnosis, and treatment of d...
Blood Glucose Self-Monitoring Insulin Infusion Systems Algorithms Diabetes Mellitus Humans Artificial Intelligence
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Neural-Net Artificial Pancreas: A Randomized Crossover Trial of a First-in-Class Automated Insulin Delivery Algorithm.

Diabetes technology & therapeutics Jun 1, 2024
Automated insulin delivery (AID) is now integral to the clinical practice of type 1 diabetes (T1D). The objective of this pilot-feasibility study was to introduce a new regulatory and clinical paradigm-a Neural-Net Artificial Pancreas (NAP)-an encod...
Hypoglycemic Agents Feasibility Studies Cross-Over Studies Blood Glucose Insulin Diabetes Mellitus, Type 1 Insulin Infusion Systems Pancreas, Artificial Female Aged Young Adult Middle Aged Pilot Projects Adult Male Humans Neural Networks, Computer Algorithms
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A DIY 'bionic pancreas' is changing diabetes care - what's next?

Nature Aug 1, 2023
Insulin Infusion Systems Bionics Citizen Science Humans Blood Glucose Self-Monitoring Artificial Intelligence Pancreas Algorithms Diabetes Mellitus, Type 1
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News and Views: A Roundup of some new developments in diabetes.

Diabetic medicine : a journal of the British Diabetic Association Jan 1, 2019
Insulin Infusion Systems Artificial Intelligence Diabetes Mellitus Early Diagnosis Humans Diabetic Retinopathy
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Automatic Adaptation of Basal Insulin Using Sensor-Augmented Pump Therapy.

Journal of diabetes science and technology Mar 1, 2018
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...
Male Adolescent Insulin Models, Theoretical Blood Glucose Self-Monitoring Child Diabetes Mellitus, Type 1 Algorithms Female Adult Humans Artificial Intelligence Insulin Infusion Systems
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