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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Bibliographic Details
Main Authors: George, Naomi, Moseley, Edward, Eber, Rene, Siu, Jennifer, Samuel, Mathew, Yam, Jonathan, Huang, Kexin, Celi, Leo Anthony G., Lindvall, Charlotta
Other Authors: Massachusetts Institute of Technology. Institute for Medical Engineering & Science
Format: Article
Published: Public Library of Science (PLoS) 2021
Online Access:https://hdl.handle.net/1721.1/132921