Application of process mining to assess the data quality of routinely collected time-based performance data sourced from electronic health records by validating process conformance.
Lua Perimal-LewisDavid TeubnerPaul HakendorfChris HorwoodPublished in: Health Informatics J. (2016)
Keyphrases
- data quality
- process mining
- process model
- event logs
- data privacy
- data sets
- original data
- database
- data warehouse
- data analysis
- raw data
- databases
- distributed data
- natural language processing
- business processes
- high dimensional data
- business process
- association rules
- xml documents
- expert systems
- data mining techniques
- information loss
- sensitive information
- information systems
- knowledge discovery
- electronic health records
- data sources