NPPB and acute kidney injury: Interestingly, recent investigations postulated AI/ML using a k-nearest neighbor (k-NN) approach could augment the identification of AKI in burn patients using only plasma creatinine, UOP and N-terminal pro-B-type natriuretic peptide (NT-proBNP)14.