FREE: Prediction of Acute Kidney Injury Risk after Cardiac Surgery: Using A Hybrid Machine Learning Algorithm.

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Acute kidney injury (AKI) is a serious complication after cardiac surgery. We derived and internally validated a Machine Learning preoperative model to predict cardiac surgery-associated AKI of any severity and compared its performance with parametric statistical models.