LCN2 and acute kidney injury: Finally, incorporating biomarkers into AI models can enhance their accuracy and improve predictive capabilities, such as neutrophil gelatinase-associated lipocalin (NGAL), one of the most studied biomarkers in pediatric AKI, with urinary NGAL predicting AKI 48 hours in advance in pediatric patients after cardiac surgery (58).