Machine learning for mortality risk prediction with changing patient demographics.
Richard WainwrightAlex ShenfieldPublished in: CIBCB (2023)
Keyphrases
- machine learning
- risk factors
- intensive care
- prediction error
- prediction accuracy
- patient data
- pattern recognition
- prognostic models
- computer vision
- machine learning methods
- risk management
- decision trees
- acute myocardial infarction
- natural language processing
- early detection
- decision making
- acute coronary syndrome
- reinforcement learning
- cardiovascular disease
- prediction algorithm
- high risk
- data mining
- machine learning algorithms
- model selection
- information extraction
- learning tasks
- statistical methods
- information systems
- statistical analysis
- text classification
- artificial intelligence
- text mining
- patient groups
- knowledge discovery