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Control of Blood Glucose for Type-1 Diabetes by Using Reinforcement Learning with Feedforward Algorithm.

Phuong Dinh NgoSusan WeiAnna HolubováJan MuzikFred Godtliebsen
Published in: Computational and mathematical methods in medicine (2018)
The proposed controller is an effective tool for reducing postmeal blood glucose rise and for countering the effects of external known events such as meal intake and maintaining blood glucose at a healthy level under uncertainties.
Keyphrases
  • blood glucose
  • glycemic control
  • type diabetes
  • blood pressure
  • cardiovascular disease
  • deep learning
  • insulin resistance
  • weight loss
  • weight gain
  • body mass index
  • adipose tissue
  • neural network