[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 …

Machine learning for the prediction of red blood cell transfusion in patients during or after liver transplantation surgery

LP Liu, QY Zhao, J Wu, YW Luo, H Dong… - Frontiers in …, 2021 - frontiersin.org
Aim: This study aimed to use machine learning algorithms to identify critical preoperative
variables and predict the red blood cell (RBC) transfusion during or after liver transplantation …

Development and validation of a prediction tool for intraoperative blood transfusion in brain tumor resection surgery: a retrospective analysis

S Xiao, F Jiang, Y Chen, X Gong - Scientific Reports, 2023 - nature.com
Early identification of a patient with a high risk of blood transfusion during brain tumor
resection surgery is difficult but critical for implementing preoperative blood-saving …

Risk factors of major bleeding detected by machine learning method in patients undergoing liver resection with controlled low central venous pressure technique

J Liu, B Cao, Y Luo, X Chen, H Han… - Postgraduate Medical …, 2023 - academic.oup.com
Background Controlled low central venous pressure (CLCVP) technique has been
extensively validated in clinical practices to decrease intraoperative bleeding during liver …

[HTML][HTML] Intraoperative blood transfusion and postoperative morbidity following liver resection

Q Lu, J Zhang, WM Gao, Y Lv, XF Zhang… - … medical journal of …, 2018 - ncbi.nlm.nih.gov
Intraoperative Blood Transfusion and Postoperative Morbidity Following Liver Resection -
PMC Back to Top Skip to main content NIH NLM Logo Access keys NCBI Homepage MyNCBI …

Establishment and assessment of a nomogram for predicting blood transfusion risk in posterior lumbar spinal fusion

H Wang, K Wang, B Lv, H Xu, W Jiang, J Zhao… - Journal of Orthopaedic …, 2021 - Springer
Background The aim of this study was to determine the risk factors and develop a nomogram
for blood transfusions after posterior lumbar spinal fusion (PSL). Methods We conducted a …

Establishment and evaluation of nomogram for predicting intraventricular hemorrhage in neonatal acute respiratory distress syndrome

N Arkin, Y Wang, L Wang - BMC pediatrics, 2023 - Springer
Background Intraventricular hemorrhage (IVH) is the most common type of brain injury in
newborns, especially in newborns with Neonatal acute respiratory distress syndrome …

[HTML][HTML] A predictive model for blood transfusion during liver resection

B Cao, P Hao, W Guo, X Ye, Q Li, X Su, L Li… - European Journal of …, 2022 - Elsevier
Background A predictive model that can identify patients who are at increased risk of
intraoperative blood transfusion could guide preoperative transfusion risk counseling …

[Retracted] Predictive Model of Cerebral Vasospasm in Subarachnoid Hemorrhage Based on Regression Equation

J Li, K Zhou, L Wang, Q Cao - Scanning, 2022 - Wiley Online Library
In order to explore the regression equation for the prediction model of subarachnoid
hemorrhage and cerebral vasospasm, the nomogram prediction model of SCVS occurrence …

Multi-institutional development and external validation of a nomogram for prediction of extrahepatic recurrence after curative-intent resection for hepatocellular …

T Wei, XF Zhang, F Xue, F Bagante, F Ratti… - Annals of Surgical …, 2021 - Springer
Backgrounds Extrahepatic recurrence of hepatocellular carcinoma (HCC) after surgical
resection is associated with unfavorable prognosis. The objectives of the current study were …