Literature DB >> 31801361

Human-in-the-Loop Insulin Dosing.

B Wayne Bequette1.   

Abstract

The last ten years of efforts in developing automated insulin dosing systems have led to one hybrid closed-loop device in the US market with more in the late stages of development. Much of the focus has been on algorithms, including closed-loop, detection of sensor and pump faults, and safety. There has been less discussion in the open literature about user interface design and related options. This article provides perspectives on automated insulin delivery (AID) system design by analyzing commonly used devices, such as bicycles and car entertainment systems. The recent Boeing 737 Max 8 disasters are used to highlight related challenges with AID systems. The role that system engineers can play in the do it yourself artificial pancreas system movement is also discussed. The human-in-the-loop remains by far the most important "component" of any AID system.

Entities:  

Keywords:  artificial pancreas; fault detection; model predictive control; redundancy; safety; type 1 diabetes

Year:  2019        PMID: 31801361     DOI: 10.1177/1932296819891177

Source DB:  PubMed          Journal:  J Diabetes Sci Technol        ISSN: 1932-2968


  4 in total

1.  Certified Interoperability Allows a More Secure Move to the Artificial Pancreas Through a New Concept: "Make-It-Yourself".

Authors:  Eric Renard
Journal:  J Diabetes Sci Technol       Date:  2020-01-20

2.  When a Ventilator Takes Autonomous Decisions without Seeking Approbation nor Warning Clinicians: A Case Series.

Authors:  Nicolas Dufour; Fouad Fadel; Bruno Gelée; Jean-Louis Dubost; Sophie Ardiot; Pascal Di Donato; Jean-Damien Ricard
Journal:  Int Med Case Rep J       Date:  2020-10-15

3.  Automated Insulin Dosing Systems or Automated Insulin Delivery Systems? It is Time for Consistency.

Authors:  David C Klonoff; Trisha Shang; Jennifer Zhang
Journal:  J Diabetes Sci Technol       Date:  2021-03

Review 4.  Fault Tolerant Strategies for Automated Insulin Delivery Considering the Human Component: Current and Future Perspectives.

Authors:  Aleix Beneyto; B Wayne Bequette; Josep Vehi
Journal:  J Diabetes Sci Technol       Date:  2021-07-21
  4 in total

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