Beyond Expected Patterns in Insulin Needs of People With Type 1 Diabetes: Temporal Analysis of Automated Insulin Delivery Data
Our study shows that unexpected patterns in the insulin needs of people with T1D are as common as expected patterns. Unexpected patterns cannot be explained by carbohydrates alone. Our results highlight the complexity of glucose regulation and emphasize the need for personalized treatment approaches. Further research is needed to identify and quantify the factors that cause these patterns.
Authors
- Kate Robson Brown (ORCID: https://orcid.org/0000-0003-4797-8965)
- Zahraa S. Abdallah (ORCID: https://orcid.org/0000-0002-1291-2918)
- Isabella Degen (ORCID: https://orcid.org/0000-0001-7033-6499)
- Henry W. J. Reeve (ORCID: https://orcid.org/0000-0002-5801-2413)
Institutions
- University College Dublin (IE)
- University of Bristol (GB)
Publication Details
- Journal
- JMIRx Med
- Published
- 2024-09-16
- DOI
- https://doi.org/10.2196/44384
- Citations
- 8
- Primary Topic
- Diabetes Management and Research
- Type
- article
- Field-Weighted Citation Impact
- 2.86
Funders
- UK Research and Innovation
- University of Bristol