ForecastICU: A Prognostic Decision Support System for Timely Prediction of Intensive Care Unit Admission.
Jinsung YoonAhmed M. AlaaScott HuMihaela van der SchaarPublished in: ICML (2016)
Keyphrases
- intensive care
- prognostic models
- decision support system
- intensive care unit
- decision support
- decision making
- decision makers
- data warehouse
- health care
- multicriteria decision making
- expert systems
- risk management
- management system
- case based reasoning
- patient data
- medical decision support systems
- database
- knowledge base
- logistic regression
- agent based architecture
- damage assessment
- clinical trials
- random forests
- machine learning methods
- decision trees
- artificial intelligence
- data mining