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A Deep Learning Framework for Automatic Meal Detection and Estimation in Artificial Pancreas Systems [PDF]

Sensors, 2022
Current artificial pancreas (AP) systems are hybrid closed-loop systems that require manual meal announcements to manage postprandial glucose control effectively. This poses a cognitive burden and challenge to users with T1D since this relies on frequent
John Daniels, Pau Herrero, Pantelis Georgiou   +2 more
doaj   +2 more sources

Closed‐Loop Bioelectronic Artificial Pancreas Patch for Continuous Monitoring and Regulation of Blood Glucose in Diabetic Rats and Pigs [PDF]

Advanced Science
Integrated artificial pancreas devices with continuous glucose monitoring (CGM) and closed‐loop insulin delivery are crucial for diabetes management.
Yiqun Liu, Changxi Zhang, Lingyi Xu, Yuan Ma, Yuanyuan Ma, Ying Chen, Difei Lu, Le Ye, Li Yang, Yue Cui   +9 more
doaj   +2 more sources

Vasodilatory effects of glucagon: A possible new approach to enhanced subcutaneous insulin absorption in artificial pancreas devices [PDF]

Frontiers in Bioengineering and Biotechnology, 2022
Patients with diabetes mellitus type 1 depend on exogenous insulin to keep their blood glucose concentrations within the desired range. Subcutaneous bihormonal artificial pancreas devices that can measure glucose concentrations continuously and ...
Ingrid Anna Teigen, Misbah Riaz, Misbah Riaz, Marte Kierulf Åm, Sverre Christian Christiansen, Sverre Christian Christiansen, Sven Magnus Carlsen, Sven Magnus Carlsen   +7 more
doaj   +2 more sources

Development platform for artificial pancreas algorithms. [PDF]

PLoS ONE, 2020
Background and aimsAssessing algorithms of artificial pancreas systems is critical in developing automated and fault-tolerant solutions that work outside clinical settings.
Mohamed Raef Smaoui, Remi Rabasa-Lhoret, Ahmad Haidar   +2 more
doaj   +2 more sources

Identification of Movements and Postures Using Wearable Sensors for Implementation in a Bi-Hormonal Artificial Pancreas System

Sensors, 2021
Background: Closed loop bi-hormonal artificial pancreas systems, such as the artificial pancreas (AP™) developed by Inreda Diabetic B.V., control blood glucose levels of type 1 diabetes mellitus patients via closed loop regulation.
Ben Sawaryn, Michel Klaassen, Bert-Jan van Beijnum, Hans Zwart, Peter H. Veltink   +4 more
doaj   +1 more source

Effectiveness and safety of a model predictive control (MPC) algorithm for an artificial pancreas system in outpatients with type 1 diabetes (T1D): systematic review and meta-analysis

Diabetology & Metabolic Syndrome, 2022
Background The purpose of this study was to assess the effectiveness and safety of a model predictive control (MPC) algorithm for an artificial pancreas system in outpatients with type 1 diabetes. Methods We searched PubMed, EMBASE, Cochrane Central, and
Su Lim Kang, Yoo Na Hwang, Ji Yean Kwon, Sung Min Kim   +3 more
doaj   +1 more source

Performance Analysis of Different Embedded Systems and Open-Source Optimization Packages Towards an Impulsive MPC Artificial Pancreas

Frontiers in Endocrinology, 2021
Current technological advances have brought closer to reality the project of a safe, portable, and efficient artificial pancreas for people with type 1 diabetes (T1D).
Jhon E. Goez-Mora, María F. Villa-Tamayo, Monica Vallejo, Pablo S. Rivadeneira   +3 more
doaj   +1 more source

Closed-Loop Insulin Delivery Systems: Past, Present, and Future Directions

Frontiers in Endocrinology, 2022
Closed-loop (artificial pancreas) systems for automated insulin delivery have been likened to the holy grail of diabetes management. The first iterations of glucose-responsive insulin delivery were pioneered in the 1960s and 1970s, with the development ...
Sophie Templer
doaj   +1 more source

Intelligent Control with Artificial Neural Networks for Automated Insulin Delivery Systems

Bioengineering, 2022
Type 1 diabetes mellitus is a disease that affects millions of people around the world. Recent progress in embedded devices has allowed the development of artificial pancreas that can pump insulin subcutaneously to automatically regulate blood glucose ...
João Lucas Correia Barbosa de Farias, Wallace Moreira Bessa   +1 more
doaj   +1 more source

The artificial pancreas

Current Opinion in Organ Transplantation, 2020
Purpose of review Advances in diabetes technologies have enabled the development of artificial pancreas (closed-loop) systems for people with diabetes. We review the key studies which have led to the adoption of the artificial pancreas in clinical practice and consider ongoing challenges and areas for future enhancements.
Boughton, Charlotte, Hovorka, Roman
openaire   +3 more sources