A LASSO-derived clinical score to predict severe acute kidney injury in the cardiac surgery recovery unit: a large retrospective cohort study using the MIMIC database.

Tucheng HuangWanbing HeYong XieWenyu LvYuewei LiHongwei LiJingjing HuangJieping HuangYangxin ChenQi GuoJingfeng Wang

Published in: BMJ open (2022)

A clinical score built by using LASSO regression and logistic regression to screen multiple clinical risk factors was established to estimate the probability of severe AKI in CSRU patients. This may be an intuitive and practical tool for severe AKI prediction in the CSRU.

Keyphrases

acute kidney injury
cardiac surgery
risk factors
end stage renal disease
early onset
newly diagnosed
chronic kidney disease
ejection fraction
peritoneal dialysis
prognostic factors
drug induced
electronic health record