Semi-Automatic De-identification of Hospital Discharge Summaries with Natural Language Processing: A Case-Study of Performance and Real-World Usability.
Ioan CalapodescuDavid RozierSvetlana ArtemovaJean-Luc BossonPublished in: iThings/GreenCom/CPSCom/SmartData (2017)
Keyphrases
- semi automatic
- natural language processing
- real world
- case study
- hospital information systems
- fully automatic
- gold standard
- domain ontology
- discharge summaries
- information extraction
- natural language
- machine learning
- wrapper generation
- health care
- patient records
- computational linguistics
- knowledge representation
- information systems
- text mining
- semi automatically
- wordnet
- data mining
- databases
- semantic relations
- ontology mapping
- stored data
- relational databases
- artificial intelligence