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Deep learning to predict long-term mortality in patients requiring 7 days of mechanical ventilation

BACKGROUND: Among patients with acute respiratory failure requiring prolonged mechanical ventilation, tracheostomies are typically placed after approximately 7 to 10 days. Yet half of patients admitted to the intensive care unit receiving tracheostomy will die within a year, often within three month...

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Detalles Bibliográficos
Autores principales: George, Naomi, Moseley, Edward, Eber, Rene, Siu, Jennifer, Samuel, Mathew, Yam, Jonathan, Huang, Kexin, Celi, Leo Anthony, Lindvall, Charlotta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8241081/
https://www.ncbi.nlm.nih.gov/pubmed/34185798
http://dx.doi.org/10.1371/journal.pone.0253443