Temporal Name Entity Recognition and Relation Extraction in Clinical Electronic Health Records with Span-based Entity and Relation Transformer.
Nuria LebeñaArantza CasillasAlicia PérezPublished in: ICBBB (2024)
Keyphrases
- relation extraction
- electronic health records
- named entities
- clinical data
- clinical trials
- entity extraction
- medical records
- coreference resolution
- named entity recognizer
- medical data
- information extraction
- automatic extraction
- patient care
- domain specific
- named entity recognition
- semantic relations
- patient data
- question answering
- natural language processing
- free text
- co occurrence
- statistical analysis
- text mining
- raw data
- health care
- database
- data mining
- medical knowledge
- decision support system
- knowledge base
- clinical guidelines
- domain experts
- data sets
- knowledge discovery
- metadata
- information systems
- information retrieval
- health information
- data sources