Data integration of structured and unstructured sources for assigning clinical codes to patient stays.
Elyne ScheurwegsKim LuyckxLéon LuytenWalter DaelemansTim Van den BulckePublished in: J. Am. Medical Informatics Assoc. (2016)
Keyphrases
- data integration
- data sources
- structured data
- clinical data
- patient data
- clinical practice
- medical treatment
- semi structured
- clinical trials
- heterogeneous data sources
- data model
- data exchange
- databases
- multiple data sources
- medical data
- data integration systems
- medical records
- data from multiple sources
- query answering
- multi source
- data warehouse
- information sources
- global schema
- information integration
- multiple sources
- data transformation
- biological databases
- heterogeneous data
- relational data
- data extraction
- xml data sources
- decision support system
- schema mappings
- medical domain
- data management
- data sets
- query decomposition
- clinical workflow
- data cleaning
- biological data
- real world
- information systems
- schema matching
- information extraction
- deep web
- software engineering
- decision makers