Establishment and validation of a clinical prediction model for perioperative pneumonia in elderly patients with hip fractures combined with preoperative stroke

This study established a risk prediction model for perioperative pneumonia in elderly patients with hip fractures and preoperative stroke using objective clinical indicators. The model shows good predictive performance and clinical applicability, enabling individualized risk assessment and early intervention for this patient population, with the potential to improve outcomes in high-risk individuals.