A novel predictive model of perioperative blood transfusion requirement in tuberculous spondylitis patients undergoing posterior decompression and instrumentation

SDAL Tobing, D Kurniawan, AF Canintika… - International …, 2023 - Springer
Abstract Study design Retrospective study. Purpose The aim of this study was to develop a
predictive model for determining perioperative blood transfusion in tuberculous spondylitis …

[HTML][HTML] Analysis of risk factors for perioperative hidden blood loss in unilateral biportal endoscopic spine surgery: a retrospective multicenter study

H Wang, K Wang, B Lv, W Li, T Fan, J Zhao… - Journal of Orthopaedic …, 2021 - Springer
Background Hidden blood loss (HBL) represents an important complication of unilateral
biportal endoscopic (UBE) spine surgery. This study aimed to evaluate HBL and its possible …

[HTML][HTML] Systematic review highlights high risk of bias of clinical prediction models for blood transfusion in patients undergoing elective surgery

P Dhiman, J Ma, VN Gibbs, A Rampotas… - Journal of Clinical …, 2023 - Elsevier
Background Blood transfusion can be a lifesaving intervention after perioperative blood loss.
Many prediction models have been developed to identify patients most likely to require …

[HTML][HTML] Establishment and verification of a perioperative blood transfusion model after posterior lumbar interbody fusion: a retrospective study based on data from a …

B Liu, J Pan, H Zong, Z Wang - Frontiers in Surgery, 2021 - frontiersin.org
Objective: We aimed to analyze the related risk factors for blood transfusion and establish a
blood transfusion risk model during the per-ioperative period of posterior lumbar interbody …

Predictors of blood transfusion in patients undergoing lumbar spinal fusion

JC Heard, N Siegel, GR Yalla, MJ Lambrechts, Y Lee… - World neurosurgery, 2023 - Elsevier
Objective To determine risk factors for perioperative blood transfusion after lumbar fusion
surgery. Methods After institutional review board approval, a retrospective cohort study of …

[HTML][HTML] Clinical outcomes and prediction nomogram model for postoperative hemoglobin< 80 g/L in patients following primary lumbar interbody fusion surgery

X Xiong, JM Liu, ZH Liu, JW Chen, ZL Liu - Journal of Orthopaedic Surgery …, 2023 - Springer
Objective To analyze the association between different postoperative hemoglobin (Hb)
levels and postoperative outcomes in patients who have undergone primary lumbar …

The severity of preoperative anemia escalates risk of poor short-term outcomes after lumbar spine fusion

TZ Issa, Y Lee, JC Heard, MJ Lambrechts… - European Spine …, 2023 - Springer
Objective To evaluate how preoperative anemia severity affects 90-day outcomes of spinal
fusion surgery. Methods A retrospective cohort study was conducted on adult lumbar fusion …

[HTML][HTML] 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 …

Application of machine learning model in predicting the likelihood of blood transfusion after hip fracture surgery

X Chen, J Pan, Y Li, R Tang - Aging Clinical and Experimental Research, 2023 - Springer
Objective Anemia is one of the common adverse reactions after hip fracture surgery. The
traditional method to solve anemia is allogeneic transfusion. However, the transfusion may …

[HTML][HTML] 四种营养评价方法对腰椎退行性疾病术后并发症的预测价值比较研究

曾藜, 王惠惠, 王晓宇, 龚渭轶, 胡纯秋 - 中国全科医学, 2024 - chinagp.net
背景腰椎退行性疾病(LDD) 术后并发症的发生与营养不良密切相关, 而目前缺乏能有效, 客观,
全面评估LDD 患者营养状态并预测术后并发症发生的营养评价方法. 目的比较术前预后营养 …