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External validation and application of the Diabetes Population Risk Tool (DPoRT) for prediction of type 2 diabetes onset in the US population.

Kathy KornasChristopher TaitEdnah NegatuLaura C Rosella
Published in: BMJ open diabetes research & care (2024)
DPoRT has transportability for predicting population-level diabetes risk in the USA using routinely collected survey data. We demonstrate the model's applicability for population health assessment and diabetes prevention planning. Our modeling predicted that the combination of community-wide and targeted prevention approaches for those at highest risk are needed to reduce diabetes burden in the USA.
Keyphrases
  • type diabetes
  • cardiovascular disease
  • glycemic control
  • healthcare
  • cancer therapy
  • risk factors
  • cross sectional
  • electronic health record
  • big data
  • insulin resistance
  • skeletal muscle
  • artificial intelligence