Blood Transfusion Complication Clinical Trial
Official title:
To Establish a Prediction Model of Massive Blood Transfusion for Liver Transplantation Patients Based on Patient Blood Management
Based on the principle of patient blood management, this study aims to reduce the risk of blood transfusion in allogeneic liver transplantation patients, to ensure the safety of blood transfusion, and to provide new methods and basis for restrictive blood transfusion.
1. Preoperative variables and statistical analysis of a large number of intraoperative
blood transfusions in allogeneic liver transplantation patients were performed to screen
preoperative variables.
2. Models were established by machine learning algorithms to predict a large number of
blood transfusions during surgery, providing a reference for preoperative blood
preparation and postoperative outcome.
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