Development of a combined system for identification and classification of adverse drug reactions: Alerts Based on ADR Causality and Severity (ABACUS).
Yvonne KohChun Wei YapShu Chuen LiPublished in: J. Am. Medical Informatics Assoc. (2010)
Keyphrases
- adverse drug reactions
- classification method
- text classification
- pattern recognition
- classification accuracy
- support vector machine svm
- classification scheme
- classification algorithm
- decision support
- knowledge based systems
- machine learning
- classification systems
- pattern classification
- benchmark datasets
- image classification
- support vector machine
- case study
- data sets
- machine learning algorithms
- machine learning methods
- feature extraction
- cost sensitive
- automatic classification
- intrusion detection
- design process
- software engineering
- bayesian networks
- classification models
- decision trees