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drCORRECT: An Algorithm for the Preventive Administration of Postprandial Corrective Insulin Boluses in Type 1 Diabetes Management.

Elisa PellizzariFrancesco PrendinGiacomo CapponGiovanni SparacinoAndrea Facchinetti
Published in: Journal of diabetes science and technology (2023)
The proposed drCORRECT algorithm allows preventive actions thanks to the personalized timing configuration and the introduction of the innovative DR-based CIB threshold, proving to be a valid alternative to the available heuristic literature methods.
Keyphrases
  • type diabetes
  • machine learning
  • glycemic control
  • deep learning
  • blood glucose
  • systematic review
  • neural network
  • cardiovascular disease
  • insulin resistance
  • metabolic syndrome
  • skeletal muscle