Min-Hua Zhu

Machine learning-based prediction of postoperative venous thromboembolism in orthopedic surgery using the MIMIC-IV database and external validation

Objective A risk prediction model for venous thromboembolism (VTE) after orthopedic surgery was constructed and validated using machine learning algorithms, providing a reference for the early identification of high-risk individuals in clinical settings. Method Patients who underwent orthopedic surgery were retrospecti...