Combining Statistical Learning with a Knowledge-Based Approach - A Case Study in Intensive Care Monitoring.
Katharina MorikPeter BrockhausenThorsten JoachimsPublished in: ICML (1999)
Keyphrases
- statistical learning
- intensive care
- health care
- knowledge base
- decision support
- intensive care unit
- intensive care units
- information theory
- patient data
- decision support system
- model selection
- knowledge management
- domain knowledge
- supervised learning
- knowledge representation
- artificial intelligence
- prior knowledge
- learning process
- classification trees
- pairwise
- semi supervised learning
- expert systems
- knowledge acquisition
- data warehouse