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Towards precision medicine in diabetes? A critical review of glucotypes.

Adam HulmanYuri D ForemanMartijn C G J BrouwersAbraham A KroonKoen D ReesinkPieter C DagnelieCarla J H van der KallenMarleen M J van GreevenbroekKristine FærchDorte VistisenMarit Eika JorgensenCoen D A StehouwerDaniel R Witte
Published in: PLoS biology (2021)
In response to a study previously published in PLOS Biology, this Formal Comment thoroughly examines the concept of 'glucotypes' with regard to its generalisability, interpretability and relationship to more traditional measures used to describe data from continuous glucose monitoring.
Keyphrases
  • type diabetes
  • cardiovascular disease
  • electronic health record
  • glycemic control
  • big data
  • randomized controlled trial
  • machine learning
  • metabolic syndrome
  • deep learning