Machine Learning-based Prediction of ICU Patient Mortality at Time of Admission.
Nick VeithRobert SteelePublished in: ICISDM (2018)
Keyphrases
- intensive care
- prognostic models
- intensive care unit
- machine learning
- intensive care units
- patient data
- health care
- decision support system
- decision support
- clinical data
- prediction accuracy
- data mining
- medical staff
- natural language processing
- machine learning methods
- computer science
- information extraction
- prediction model
- learning algorithm
- feature selection
- text mining
- inductive learning
- prediction error
- medical data
- patient outcomes
- classification trees
- blood pressure
- decision making
- high risk
- acute myocardial infarction
- artificial intelligence
- decision trees
- medical records
- machine learning algorithms
- early detection
- knowledge discovery
- knowledge acquisition