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Derivation and validation of a machine learning risk score using biomarker and electronic patient data to predict progression of diabetic kidney disease.

Lili ChanGirish Nitin NadkarniFergus FlemingJames R McCulloughPatricia ConnollyGohar MosoyanFadi E SalemMichael W KattanJoseph A VassalottiBarbara MurphyMichael J DonovanSteven G CocaScott M Damrauer
Published in: Diabetologia (2021)
KidneyIntelX improved prediction of kidney outcomes over KDIGO and clinical models in individuals with early stages of DKD.
Keyphrases
  • machine learning
  • big data
  • type diabetes
  • case report
  • artificial intelligence
  • electronic health record
  • wound healing
  • deep learning