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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Main Authors: George, Naomi (Author), Moseley, Edward (Author), Eber, Rene (Author), Siu, Jennifer (Author), Samuel, Mathew (Author), Yam, Jonathan (Author), Huang, Kexin (Author), Celi, Leo Anthony G. (Author), Lindvall, Charlotta (Author)
Format: Article
Language:English
Published: Public Library of Science (PLoS), 2021-10-08T20:02:38Z.
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