Hemorrhage Prediction Models in Surgical Intensive Care: Bedside Monitoring Data Adds Information to Lab Values.
Marco De PasqualeTravis J. MossSergio CeruttiJames Forrest CallandDouglas E. LakeJ. Randall MoormanManuela FerrarioPublished in: IEEE J. Biomed. Health Informatics (2017)
Keyphrases
- intensive care
- prior knowledge
- historical data
- raw data
- data analysis
- data sets
- prognostic models
- intensive care unit
- domain experts
- intensive care units
- classification trees
- image data
- machine learning
- predictive model
- health care
- prediction accuracy
- decision support system
- data sources
- training data
- learning algorithm
- training samples
- statistical analysis
- background knowledge
- domain specific
- data mining methods
- knowledge discovery
- data points
- decision trees
- information systems