Early warning score adjusted for age to predict the composite outcome of mortality, cardiac arrest or unplanned intensive care unit admission using observational vital-sign data: a multicentre development and validation.
Farah E ShamoutTingting ZhuLei CliftonJim BriggsDavid PrytherchPaul MeredithLionel TarassenkoPeter J WatkinsonDavid A CliftonPublished in: BMJ open (2019)
Accounting for age-related vital sign changes can more accurately detect deterioration in younger patients.
Keyphrases
- intensive care unit
- cardiac arrest
- end stage renal disease
- newly diagnosed
- ejection fraction
- chronic kidney disease
- emergency department
- clinical trial
- prognostic factors
- cross sectional
- type diabetes
- randomized controlled trial
- cardiovascular events
- mechanical ventilation
- risk factors
- coronary artery disease
- patient reported outcomes
- machine learning
- deep learning
- artificial intelligence
- acute respiratory distress syndrome