Exploring the risk factors of blood transfusion in patients with isolated traumatic brain injury based on machine learning prediction models

Exploring the risk factors of blood transfusion in patients with isolated traumatic brain injury based on machine learning prediction models

[Objective] To explore the risk factors of blood transfusion in patients with isolated traumatic brain injury (iTBI) based on multiple machine learning methods, so as to establish a predictive model to provide reasonable guidance for blood transfusion in patients with iTBI. [Methods] A total of 2 27...

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Bibliographic Details
Main Authors: LIU Wei, XIONG Ziqing, WU Chenggao, LE Aiping
Format: Article
Language:zho
Published: Institute of Blood Transfusion of Chinese Academy of Medical Sciences 2024-12-01
Series:Zhongguo shuxue zazhi
Subjects:
isolated traumatic brain injury
blood transfusion
machine learning
risk factors
shap plot
Online Access:https://www.cjbt.cn/thesisDetails#10.13303/j.cjbt.issn.1004-549x.2024.12.003&lang=en
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