A Performance-Based Adaptation Index for Automated Insulin Delivery Systems
In-silico results demonstrated the safety and efficacy of using PAI to automatically tune the UVA-MPC controller, achieving TIR values above 70% under fully closed-loop conditions and across various physiological states. Clinical validation of these results is warranted.
Authors
- Elliott C. Pryor (ORCID: https://orcid.org/0000-0003-2946-0732)
- Patricio Colmegna (ORCID: https://orcid.org/0000-0001-9074-8634)
- Jenny L. Diaz C. (ORCID: https://orcid.org/0000-0002-7863-4914)
- Marc D. Breton (ORCID: https://orcid.org/0000-0001-7645-2693)
Institutions
- Dexcom (United States) (US)
- Insulet (United States) (US)
- University of Virginia (US)
Publication Details
- Journal
- Journal of Diabetes Science and Technology
- Published
- 2025-02-05
- DOI
- https://doi.org/10.1177/19322968251315499
- Citations
- 5
- Primary Topic
- Diabetes Management and Research
- Type
- article
- Field-Weighted Citation Impact
- 6.47