
The study has successfully developed a nomogram to predict the likelihood of postoperative Acute Kidney Injury (AKI) in pediatric patients undergoing cardiac surgery. The single-center retrospective cohort study, encompassing 1137 children, utilized a regression model for feature selection and constructed a logistic regression model for prediction. Based on six key predictors, the resulting nomogram demonstrated strong discrimination, calibration, and clinical benefit in both development and validation cohorts. This innovative tool offers a practical approach to assessing AKI risk after pediatric cardiac surgery, contributing to improved clinical decision-making.
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