Marco Ranucci and a team of dedicated colleagues have introduced a multifactorial dynamic perfusion index (MDPI) to enhance the prediction of cardiac surgery-associated acute kidney injury (CSA-AKI). This collaborative study, involving a retrospective analysis of 910 consecutive adult cardiac surgery patients, aimed to develop a dynamic predictive model that incorporates various preoperative and intraoperative risk…