Siena's Clinical Decision Assistant with Machine Learning.
Brendan KishThomas WalshKatherine SmallSteven GassertKylie SmallSharon Gower SmallPublished in: TREC (2016)
Keyphrases
- machine learning
- decision making
- machine learning methods
- decision trees
- decision rules
- learning problems
- feature selection
- machine learning algorithms
- influence diagrams
- inductive learning
- test bed
- decision problems
- data mining
- decision makers
- information extraction
- medical domain
- clinical practice
- model selection
- computational intelligence
- computational biology
- text mining
- knowledge representation
- learning tasks
- machine learning approaches
- decision process
- pattern recognition
- knowledge discovery
- medical data
- active learning
- decision theory
- clinical trials
- decision support
- treatment planning