Construction and validation of a machine learning based prognostic prediction model for children with traumatic brain injury

Construction and validation of a machine learning based prognostic prediction model for children with traumatic brain injury

ObjectiveThis study aimed to establish a prediction model for the short-term prognosis of children with traumatic brain injury (TBI) using machine learning algorithms.MethodsThe clinical data of children with TBI who were treated in the First Affiliated Hospital of Zhengzhou University were retrospe...

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Bibliographic Details
Main Authors: Yongwei Wei, Jiandong Wang, Yu Su, Fan Zhou, Huaili Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Pediatrics
Subjects:
traumatic brain injury
machine learning
prediction model
subgroup analysis
children
Online Access:https://www.frontiersin.org/articles/10.3389/fped.2025.1581945/full
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https://www.frontiersin.org/articles/10.3389/fped.2025.1581945/full

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