ResearchBenchmarksPreoperative AKI prediction on INSPIREPreoperative AKI prediction on INSPIREFollow85.77AUROCCARIS85.603685.646885.6985.7332Apr 14, 2026Evaluation resultsMethodMethodLinksAUROCPrecisionRecallF1 ScoreCARISModel=LightGBM, Featur...Model=LightGBM, Feature selection=RFE, Number of features=312026.0485.778053.8856.24CARISModel=LightGBM, Featur...Model=LightGBM, Feature selection=Boruta with SHAP, Number of features=302026.0485.6178.6453.856.08