Machine learning-based identification and rule-based normalization of adverse drug reactions in drug labels.
Mert TiftikciArzucan ÖzgürYongqun HeJunguk HurPublished in: BMC Bioinform. (2019)
Keyphrases
- adverse drug reactions
- machine learning
- signal detection
- machine learning methods
- data driven
- machine learning algorithms
- knowledge acquisition
- expert systems
- training data
- information extraction
- learning algorithm
- adverse drug reaction
- artificial intelligence
- class labels
- pairwise
- active learning
- knowledge discovery
- model selection
- data mining
- statistical methods
- inductive learning
- decision trees
- preprocessing
- rule based systems
- explanation based learning
- drug discovery
- normalization method
- pharmaceutical industry
- learning problems
- training examples
- transfer learning
- computer vision
- feature selection
- text classification
- data sets
- text mining
- natural language processing
- knowledge representation
- pattern recognition
- reinforcement learning