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Mean values of the performance metrics for 100 patients fitting 4-h prediction models.

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posted on 2017-11-07, 18:34 authored by Iván Contreras, Silvia Oviedo, Martina Vettoretti, Roberto Visentin, Josep Vehí

Mean values of the performance metrics for 100 patients fitting 4-h prediction models.

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Personalized blood glucose prediction: A hybrid approach using grammatical evolution and physiological models
PLOS ONEPLOS ONE

Categories

  • Biochemistry
  • Genetics
  • Physiology
  • Biotechnology
  • Biological Sciences not elsewhere classified
  • Information Systems not elsewhere classified
  • Mathematical Sciences not elsewhere classified

Keywords

glucose-monitoring systemglucose-monitoring sensor errorsPersonalized blood glucose predictionestimate blood glucose valuestarget blood glucosePhysiological modelsUVAalarm-and-control applicationsalternative modelsClarke error grid1Dprediction modeling techniquesMidterm blood glucosetype 1 diabetesprediction modelsblood glucose valuesfitness functionmeals challengedata-based models14 daysMidterm predictionspatient variability

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