Biomarkers for prediction of renal replacement therapy in acute kidney injury: a systematic review and meta-analysis.

Sebastian J KleinAnna K BrandtnerGeorg F LehnerHanno UlmerSean M BagshawChristian J WiedermannMichael Joannidis

Published in: Intensive care medicine (2018)

Though several biomarkers showed promise and reasonable prediction of RRT use for critically ill patients with AKI, the strength of evidence currently precludes their routine use to guide decision-making on when to initiate RRT.

Keyphrases

acute kidney injury
cardiac surgery
decision making
clinical practice
machine learning
artificial intelligence