Extracting Clinical Relations in Electronic Health Records Using Enriched Parse Trees.
Jisung KimYoonsuck ChoeKlaus MuellerPublished in: INNS Conference on Big Data (2015)
Keyphrases
- electronic health records
- clinical data
- parse tree
- clinical trials
- medical records
- medical data
- semantic relations
- patient care
- patient data
- conceptual graphs
- relation extraction
- semantic analysis
- health care
- dependency parsing
- decision support system
- raw data
- health information
- semantic representation
- free text
- domain experts
- structured data
- knowledge discovery
- statistical analysis
- artificial intelligence
- automatic extraction
- natural language processing
- natural language text
- data sets
- digital libraries
- information systems
- part of speech
- decision making
- noun phrases
- data model
- information extraction
- medical images