Risk Factors for and Prediction of Hypoxemia during Tracheal Intubation of Critically Ill Adults.
Andrew C McKownJonathan D CaseyDerek W RussellAaron M JoffeDavid R JanzTodd W RiceMatthew W SemlerPublished in: Annals of the American Thoracic Society (2019)
Lowest oxygen saturation and severe hypoxemia during tracheal intubation in the intensive care unit can be accurately predicted using routinely available preprocedure clinical data, with saturation at induction and hypoxemic respiratory failure being the strongest predictors. A simple bedside score may identify patients at risk for hypoxemia during intubation to help target preventative interventions and facilitate enrichment in clinical trials.
Keyphrases
- respiratory failure
- cardiac arrest
- clinical trial
- end stage renal disease
- extracorporeal membrane oxygenation
- mechanical ventilation
- ejection fraction
- newly diagnosed
- chronic kidney disease
- peritoneal dialysis
- prognostic factors
- randomized controlled trial
- patient reported outcomes
- machine learning
- open label
- artificial intelligence
- deep learning
- phase ii