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Safety of User-Initiated Intensification of Insulin Delivery Using Cambridge Hybrid Closed-Loop Algorithm.

Julia WareMalgorzata E WilinskaYue RuanJanet M AllenCharlotte K BoughtonSara HartnellLia BallyCarine de BeaufortRachel Elizabeth Jane BesserFiona M CampbellKatharine DraxlbauerDaniela ElleriMark L EvansElke Fröhlich-ReitererAtrayee GhatakSabine E HoferThomas M KapellenLalantha LeelarathnaJulia Katharina MaderWomba M MubitaParth NarendranTina PoettlerBirgit Rami-MerharMartin TauschmannTabitha RandellHood ThabitAjay ThankamonyNicola TrevelyanRoman Hovorka
Published in: Journal of diabetes science and technology (2022)
Use of an algorithm intensification mode in HCL therapy is safe across all age groups with type 1 diabetes. The higher time in hyperglycemia observed on "Boost" days suggests that users are more likely to use algorithm intensification on days with extreme hyperglycemic excursions.
Keyphrases
  • machine learning
  • deep learning
  • type diabetes
  • neural network
  • stem cells
  • cell therapy
  • smoking cessation