Risk Prediction Models for Renal Function Decline After Cardiac Surgery Within Different Preoperative Glomerular Filtration Rate Strata
This study focuses on developing risk prediction models to identify patients at risk of renal function decline post-cardiac surgery. Using data from 24,904 patients at Fuwai Hospital, the study found significant variances in renal decline risks across different preoperative glomerular filtration rate (eGFR) strata. Notably, patients with higher eGFR levels pre-surgery showed increased risk. The research produced distinct nomograms for each eGFR category, demonstrating good predictive accuracy and providing a practical tool for postoperative renal monitoring.