ALB and acute kidney injury: Zhang et al. [40], through two machine learning algorithms, focused on 21 elements, including age, creatinine, BUN, and albumin, and was able to get an AUC of 0.86 when predicting volume responsiveness in patients with oliguric acute kidney injury.