Artificial Intelligence in Decision Support Systems for Type 1 Diabetes.

ABSTRACT: Type 1 diabetes (T1D) is a chronic health condition resulting from pancreatic beta cell dysfunction and insulin depletion. While automated insulin delivery systems are now available, many people choose to manage insulin delivery manually through insulin pumps or through multiple daily injections. Frequent insulin titrations are needed to adequately manage glucose, however, provider adjustments are typically made every several months. Recent automated decision support systems incorporate artificial intelligence algorithms to deliver personalized recommendations regarding insulin doses and daily behaviors. This paper presents a comprehensive review of computational and artificial intelligence-based decision support systems to manage T1D. Articles were obtained from PubMed, IEEE Xplore, and S

SUBMITTER: Tyler NS 

PROVIDER: S-EPMC7308977 | biostudies-literature | 2020 Jun

REPOSITORIES: biostudies-literature