Prediction prolonged mechanical ventilation in trauma patients of the intensive care unit according to initial medical factors: a machine learning approach

The goal of this study was to develop a predictive machine learning model to predict the risk of prolonged mechanical ventilation (PMV) in patients admitted to the intensive care unit (ICU), with a focus on laboratory and Arterial Blood Gas (ABG) data. This retrospective cohort study included ICU pa...

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Detalles Bibliográficos
Autores principales: Vali, Mohebat, Paydar, Shahram, Seif, Mozhgan, Sabetian, Golnar, Abujaber, Ahmad, Ghaem, Haleh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10097728/
https://www.ncbi.nlm.nih.gov/pubmed/37045979
http://dx.doi.org/10.1038/s41598-023-33159-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10097728/
https://www.ncbi.nlm.nih.gov/pubmed/37045979
http://dx.doi.org/10.1038/s41598-023-33159-2

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