Exploiting the systematic review protocol for classification of medical abstracts.
Oana FrunzaDiana InkpenStan MatwinWilliam KlementPeter O'BlenisPublished in: Artif. Intell. Medicine (2011)
Keyphrases
- systematic review
- classification accuracy
- evidence based medicine
- image classification
- automatic classification
- classification systems
- pattern recognition
- pattern classification
- neural network
- preprocessing
- empirical studies
- machine learning methods
- classification algorithm
- benchmark datasets
- feature selection
- decision trees
- classification process
- feature vectors
- feature space
- medical data
- classification models
- lightweight
- classification rules
- classification method
- svm classifier
- class labels
- machine learning algorithms
- unsupervised learning
- text classification
- supervised learning
- information extraction
- machine learning
- data mining