In this paper, we present two simple and novel methods for automatic personalization of target blood glucose concentration values for individuals with Type 2 Diabetes (T2D). The methods can be integrated with any insulin dosing algorithm, or used to provide an individualized reference BG concentration value for medical professionals to consider when determining long-acting insulin doses and other oral medications. The proposed methods were tested in three different simulation models, with different long-acting insulin dosing strategies, and were found to reduce instances of hypoglycemia.
|Title of host publication||2021 IEEE Conference on Control Technology and Applications (CCTA)|
|Number of pages||8|
|Publication status||Published - 2023|
|Event||2023 IEEE Conference on Control Technology and Applications, CCTA 2023 - Bridgetown, Barbados|
Duration: 16 Aug 2023 → 18 Aug 2023
|Conference||2023 IEEE Conference on Control Technology and Applications, CCTA 2023|
|Period||16/08/2023 → 18/08/2023|
|Series||2023 IEEE Conference on Control Technology and Applications, CCTA 2023|
Bibliographical notePublisher Copyright:
© 2023 IEEE.