Machine learning for real-time aggregated prediction of hospital admission for emergency patients.
Zella KingJoseph FarringtonMartin UtleyEnoch KungSamer ElkhodairSteve HarrisRichard SekulaJonathan GillhamKezhi LiSonya CrowePublished in: npj Digit. Medicine (2022)
Keyphrases
- emergency department
- real time
- machine learning
- vital signs
- clinical data
- intensive care
- prediction accuracy
- prediction model
- disease outbreaks
- data mining
- prognostic models
- high risk
- machine learning methods
- machine learning algorithms
- information extraction
- knowledge discovery
- feature selection
- statistical methods
- health care
- health monitoring
- continuous monitoring
- management system
- monitoring system
- public health
- predictive modeling
- intensive care units