Identification of Patients Expected to Benefit from Electronic Alerts for Acute Kidney Injury.

Aditya BiswasChirag R ParikhHarold I FeldmanAmit X GargStephen LathamHaiqun LinSusan T CrowleyUgochukwu UgwuowoFrancis Perry Wilson

Published in: Clinical journal of the American Society of Nephrology : CJASN (2018)

Uplift modeling, which accounts for treatment effect, can successfully target electronic alerts for AKI to those most likely to benefit, whereas purely prognostic targeting cannot.

Keyphrases

acute kidney injury
end stage renal disease
cardiac surgery

newly diagnosed
ejection fraction

chronic kidney disease
prognostic factors

peritoneal dialysis
patient reported outcomes