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Machine learning for outcome predictions of patients with trauma during emergency department care

OBJECTIVES: To develop and evaluate a machine learning model for predicting patient with trauma mortality within the US emergency departments. METHODS: This was a retrospective prognostic study using deidentified patient visit data from years 2007 to 2014 of the National Trauma Data Bank. The predic...

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Detalles Bibliográficos
Autores principales: Cardosi, Joshua David, Shen, Herman, Groner, Jonathan I, Armstrong, Megan, Xiang, Henry
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504344/
https://www.ncbi.nlm.nih.gov/pubmed/34625448
http://dx.doi.org/10.1136/bmjhci-2021-100407