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A Machine Learning Approach for the Prediction of Traumatic Brain Injury Induced Coagulopathy

Background: Traumatic brain injury-induced coagulopathy (TBI-IC), is a disease with poor prognosis and increased mortality rate. Objectives: Our study aimed to identify predictors as well as develop machine learning (ML) models to predict the risk of coagulopathy in this population. Methods: ML mode...

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Detalles Bibliográficos
Autores principales: Yang, Fan, Peng, Chi, Peng, Liwei, Wang, Jian, Li, Yuejun, Li, Weixin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8703138/
https://www.ncbi.nlm.nih.gov/pubmed/34957161
http://dx.doi.org/10.3389/fmed.2021.792689