Using artificial intelligence to predict mortality in AKI patients: a systematic review/meta-analysis.

Rupesh RainaRaghav ShahPaul NemerJared FehlmenLena NemerAli MurraAbhishek TibrewalSidharth Kumar SethiJavier A NeyraJay Koyner

Published in: Clinical kidney journal (2024)

Our results show that BLS and ENF models are equally effective as other ML models in predicting in-hospital mortality, with variability across all models. Additional studies are needed.

Keyphrases

artificial intelligence
systematic review
end stage renal disease
machine learning
big data
newly diagnosed
ejection fraction
deep learning
chronic kidney disease
acute kidney injury
peritoneal dialysis
type diabetes
patient reported