Named Entity Recognition in Swedish Health Records with Character-Based Deep Bidirectional LSTMs.
Simon AlmgrenSean PavlovOlof MogrenPublished in: BioTxtM@COLING 2016 (2016)
Keyphrases
- health records
- named entity recognition
- information extraction
- named entities
- electronic health records
- natural language processing
- medical data
- medical records
- semi supervised
- text summarization
- maximum entropy
- conditional random fields
- free text
- patient data
- relation extraction
- classifier ensemble
- annotated corpus
- clinical data
- databases
- decision support system
- training data
- artificial intelligence
- data sets
- maximum entropy classifier