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Early prediction of end-stage kidney disease using electronic health record data: a machine learning approach with a 2-year horizon.

Panayiotis PetousisJames M WilsonAlex V GelvezonShafiul AlamAnkur JainLaura PrichardDavid A ElashoffNaveen RajaAlex A T Bui
Published in: JAMIA open (2024)
An ESKD prediction model can identify individuals at risk for ESKD and has been successfully deployed within our health system.
Keyphrases
  • electronic health record
  • machine learning
  • clinical decision support
  • adverse drug
  • artificial intelligence
  • big data