Text mining for pharmacovigilance: Using machine learning for drug name recognition and drug-drug interaction extraction and classification.
Asma Ben AbachaMd. Faisal Mahbub ChowdhuryAikaterini KaranasiouYassine MrabetAlberto LavelliPierre ZweigenbaumPublished in: J. Biomed. Informatics (2015)
Keyphrases
- machine learning
- text mining
- pattern recognition
- machine learning methods
- drug discovery
- natural language processing
- text classification
- information extraction
- machine learning algorithms
- automatic recognition
- drug design
- supervised learning
- biomedical literature
- unsupervised learning
- recognition accuracy
- object classification
- clinical trials
- predictive modeling
- features extraction
- chemical compounds
- object recognition
- natural language
- text categorisation
- feature extraction
- artificial intelligence
- pharmaceutical industry
- model selection
- feature extraction and classification
- recognition process
- supervised classification
- semi supervised learning
- databases
- multi class
- knowledge representation
- active learning
- training set
- reinforcement learning
- neural network