Electronic health records accurately predict renal replacement therapy in acute kidney injury.

Sanmay LowAnantharaman VathsalaTanusya Murali MuraliLong PangGraeme MacLarenWan-Ying NgSabrina HaroonAmartya MukhopadhyayShir-Lynn LimBee-Hong TanTitus LauHorng Ruey Chua

Published in: BMC nephrology (2019)

Case fatality was high with significant renal deterioration following hospital-wide AKI. EHR clinical model was highly accurate for both RRT prediction and for mortality; allowing excellent risk-stratification with potential for real-time deployment.

Keyphrases

acute kidney injury
electronic health record
adverse drug
cardiac surgery
clinical decision support
healthcare
cardiovascular events
high resolution
acute care
emergency department
cardiovascular disease
climate change
risk assessment