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

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

<h4>Background</h4>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...

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Bibliographic Details
Main Authors: Naomi George, Edward Moseley, Rene Eber, Jennifer Siu, Mathew Samuel, Jonathan Yam, Kexin Huang, Leo Anthony Celi, Charlotta Lindvall
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0253443

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