Bidirectional LSTM-CRF for Adverse Drug Event Tagging in Electronic Health Records.
Susmitha WunnavaXiao QinTabassum KakarElke A. RundensteinerXiangnan KongPublished in: Medication and Adverse Drug Event Detection (2018)
Keyphrases
- electronic health records
- clinical trials
- conditional random fields
- clinical data
- health data
- health information technology
- health records
- medical records
- decision support system
- health care
- metadata
- recurrent neural networks
- medical data
- information extraction
- adverse drug reactions
- health information
- databases
- experimental design
- knowledge discovery
- probabilistic model
- active learning
- association rules
- decision making
- feature selection