Machine learning for early prediction of circulatory failure in the intensive care unit.
Stephanie L. HylandMartin FaltysMatthias HüserXinrui LyuThomas GumbschCristóbal EstebanChristian BockMax HornMichael MoorBastian RieckMarc ZimmermannDean A. BodenhamKarsten M. BorgwardtGunnar RätschTobias M. MerzPublished in: CoRR (2019)
Keyphrases
- machine learning
- intensive care unit
- intensive care
- prediction accuracy
- prognostic models
- decision support system
- predictive modeling
- learning algorithm
- artificial intelligence
- survival analysis
- intensive care units
- data analysis
- information extraction
- knowledge acquisition
- machine learning algorithms
- health care
- quantitative and qualitative
- data mining
- case based reasoning
- knowledge discovery
- knowledge representation
- decision trees
- feature selection
- cardiac surgery