Using trauma registry data to predict prolonged mechanical ventilation in patients with traumatic brain injury: Machine learning approach

OBJECTIVES: We aimed to build a machine learning predictive model to predict the risk of prolonged mechanical ventilation (PMV) for patients with Traumatic Brain Injury (TBI). METHODS: This study included TBI patients who were hospitalized in a level 1 trauma center between January 2014 and February...

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Detalles Bibliográficos
Autores principales: Abujaber, Ahmad, Fadlalla, Adam, Gammoh, Diala, Abdelrahman, Husham, Mollazehi, Monira, El-Menyar, Ayman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7343348/
https://www.ncbi.nlm.nih.gov/pubmed/32639971
http://dx.doi.org/10.1371/journal.pone.0235231

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