A Public Health Surveillance Platform Exploiting Free-Text Sources via Natural Language Processing and Linked Data: Application in Adverse Drug Reaction Signal Detection Using PubMed and Twitter.
Pantelis NatsiavasNicos MaglaverasVassilis KoutkiasPublished in: KR4HC/ProHealth@HEC (2016)
Keyphrases
- free text
- linked data
- natural language processing
- structured data
- public health
- information extraction
- signal detection
- data sources
- plain text
- semi structured
- medical records
- natural language
- social networks
- text mining
- data integration
- clinical guidelines
- linked open data
- wordnet
- semantic web
- social media
- information systems
- machine learning
- disease outbreaks
- outbreak detection
- database
- intelligence gathering
- surveillance system
- information sources
- database systems
- artificial intelligence
- data mining
- databases