Postoperative acute kidney injury requiring dialysis (PO-AKID) is a serious adverse event that not only affects acute morbidity and mortality but also long-term prognosis. Early diagnosis and perioperative risk management may help to reduce mortality. Previous risk prediction models for postoperative acute kidney injury (PO-AKI) following cardiac surgery have been developed using traditional regression analysis.