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Type 1 Diabetes Hypoglycemia Prediction Algorithms: Systematic Review.

Stella TsichlakiLefteris KoumakisManolis Tsiknakis
Published in: JMIR diabetes (2022)
It is evident that continuous glucose monitoring can improve glucose control in diabetes; however, predictive models for hypo- and hyperglycemia using only mainstream noninvasive sensors such as wristbands and smartwatches are foreseen to be the next step for mobile health in T1D. Prospective studies are required to demonstrate the value of such models in real-life mobile health interventions.
Keyphrases
  • type diabetes
  • glycemic control
  • systematic review
  • blood glucose
  • machine learning
  • cardiovascular disease
  • meta analyses
  • physical activity
  • insulin resistance
  • case control
  • blood pressure