Hyung Duk Kim

B-258 Laboratory Data–Driven Explainable Ensemble Machine Learning for Predicting Postoperative Mortality and Acute Kidney Injury in Hip Fracture Patients

Postoperative mortality and acute kidney injury (AKI) remain major complications following hip fracture surgery, particularly in elderly patients. Although numerous clinical risk factors have been identified, the prognostic potential of routinely available laboratory parameters is often underutilized in periopera...