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Association Between Treatment Adherence and Continuous Glucose Monitoring Outcomes in People With Diabetes Using Smart Insulin Pens in a Real-World Setting.

Thomas P A DanneMichael JoubertNiels Vaever HartvigAnne KaasNikoline Nygård KnudsenJulia Katharina Mader
Published in: Diabetes care (2024)
This combined analysis of real-world smart pen and CGM data showed that missing two basal or four bolus insulin doses over a 14-day period would be associated with a clinically relevant decrease in TIR. Smart insulin pens provide valuable insights into treatment injection behaviors.
Keyphrases
  • type diabetes
  • glycemic control
  • metabolic syndrome
  • combination therapy
  • weight loss
  • machine learning
  • deep learning
  • smoking cessation