Representing Clinical Questions by Semantic Type for Better Classification.
Tetsuya KobayashiChi-Ren ShyuPublished in: AMIA (2006)
Keyphrases
- feature extraction
- classification accuracy
- pattern classification
- support vector machine
- support vector
- data sets
- classification scheme
- domain specific
- supervised learning
- support vector machine svm
- automatic classification
- benchmark datasets
- decision trees
- semantic information
- machine learning
- semantic web
- bladder cancer
- clinical data
- patient data
- feature space
- preprocessing
- lung disease
- pattern recognition
- computer aided diagnosis systems
- model selection
- classification rules
- domain ontology
- classification method
- decision rules
- machine learning algorithms
- text classification
- image classification
- feature vectors
- natural language
- information retrieval
- data mining