Predictive modeling of perioperative blood transfusion in lumbar posterior interbody fusion using machine learning

FF Lang, LY Liu, SW Wang - Frontiers in Physiology, 2023 - frontiersin.org
Background: Accurate estimation of perioperative blood transfusion risk in lumbar posterior
interbody fusion is essential to reduce the number, cost, and complications associated with …

Influence of Surgery Preparation Time on Patient Outcomes

HJ Jang, SM Lee - Journal of Nursing Management, 2024 - Wiley Online Library
Aims. This study aimed to analyze the effects of the surgery preparation time on patient
outcomes. Background. Postoperative complications have a decisive effect on postoperative …

Clinical prediction model for red cell blood transfusion in elective primary posterior lumbar spine fusion

C Pirot, C Tantrakansakun, T Sirithiantong - Scientific Reports, 2024 - nature.com
Overestimated the cross-match of preoperative PRC preparation for elective primary lumbar
spinal fusion needs revision for cost-effectiveness. We aimed to develop a novel …