Extracting medications and associated adverse drug events using a natural language processing system combining knowledge base and deep learning.
Long ChenYu GuXin JiZhiyong SunHaodan LiYuan GaoYang HuangPublished in: J. Am. Medical Informatics Assoc. (2020)
Keyphrases
- deep learning
- natural language processing
- knowledge base
- machine learning
- adverse drug reactions
- wordnet
- knowledge representation
- unsupervised learning
- unsupervised feature learning
- information extraction
- mental models
- natural language
- weakly supervised
- text mining
- expert systems
- decision trees
- signal detection
- artificial intelligence
- natural images
- question answering
- semantic relations
- named entity recognition