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...
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 |
Similar Items
-
The association between autoimmune disease and 30-day mortality among sepsis ICU patients: a cohort study
by: Sheth, Mallory, et al.
Published: (2020) -
The noninvasive ventilation outcomes (NIVO) score: prediction of in-hospital mortality in exacerbations of COPD requiring assisted ventilation
by: Hartley, T, et al.
Published: (2021) -
Localized customized mortality prediction modeling for patients with acute kidney injury admitted to the intensive care unit
by: Celi, Leo Anthony G
Published: (2010) -
Ventilation and air conditioning (requirements)
by: 11696 Institution of Heating and Ventilating Engineers (Great Britain)
Published: (1970) -
Assessment of 28-day in-hospital mortality in mechanically ventilated patients with coronavirus disease 2019: an international cohort study
by: Li Bassi, G, et al.
Published: (2021)