explICU: A web-based visualization and predictive modeling toolkit for mortality in intensive care patients.
Robert ChenVikas KumarNatalie FitchJitesh JagadishLifan ZhangWilliam DunnDuen Horng ChauPublished in: EMBC (2015)
Keyphrases
- intensive care
- predictive modeling
- data analysis
- prognostic models
- survival analysis
- intensive care units
- patient data
- intensive care unit
- physiological data
- statistical modeling
- decision support system
- health care
- decision support
- septic shock
- data mining methods
- data mining
- knowledge discovery
- classification trees
- machine learning
- text mining
- business intelligence
- data mining techniques
- big data
- expert systems
- statistical models
- least squares
- clinical data
- knowledge representation
- training data
- case study
- real world