Utilizing Intensive Care Alarms for Machine Learning.
Anne Rike FlintSophie Anne Ines KlopfensteinPatrick HeerenFelix BalzerAkira-Sebastian PoncettePublished in: MIE (2022)
Keyphrases
- intensive care
- machine learning
- health care
- patient data
- decision support
- decision support system
- prognostic models
- information extraction
- machine learning methods
- data sets
- active learning
- image data
- decision trees
- machine learning algorithms
- feature selection
- data mining
- metadata
- inductive learning
- learning algorithm
- knowledge representation
- data analysis
- logistic regression
- decision making
- artificial intelligence
- survival analysis
- intensive care unit