Machine Learning for the Prediction of Red Blood Cell Transfusion in Patients During or After Liver Transplantation Surgery

Machine Learning for the Prediction of Red Blood Cell Transfusion in Patients During or After Liver Transplantation Surgery

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 surgery.Study Design and Methods: A total of 1,193 patients undergoing liver transplantation in three large tert...

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Bibliographic Details
Main Authors: Le-Ping Liu, Qin-Yu Zhao, Jiang Wu, Yan-Wei Luo, Hang Dong, Zi-Wei Chen, Rong Gui, Yong-Jun Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-02-01
Series:Frontiers in Medicine
Subjects:
liver transplantation
machine learning
prediction model
red blood cell transfusion
SHapley Additive exPlanations
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2021.632210/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2021.632210/full

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