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 …

A Prediction Nomogram for Fractured Vertebra Recollapse After Posterior Reduction and Pedicle Screw Fixation in Thoracolumbar Fractures

X Xiong, WW Chen, WH Zhou, ZL Liu, JM Liu… - World Neurosurgery, 2024 - Elsevier
Objective This study aimed to establish a predictive nomogram model for recollapse of
fractured vertebra after posterior pedicle screw fixation in thoracolumbar fractures (TLFs) …

Relationship between preoperative hemoglobin levels and length of stay in elderly patients with hip fractures: A retrospective cohort study

N Zhang, D Zhang, S Ren, Y Gao, W Sun, S Yang - Medicine, 2024 - journals.lww.com
Globally, hip fractures in elderly individuals are a prevalent and serious issue. Patients
typically have a longer length of stay (LOS), which increases the risk of complications and …