Exploration of association rule mining for coding consistency and completeness assessment in inpatient administrative health data.
Mingkai PengVijaya SundararajanTyler S. WilliamsonEvan P. MintyTony C. SmithChelsea T. A. DoktorchikHude QuanPublished in: J. Biomed. Informatics (2018)
Keyphrases
- association rule mining
- health data
- health care
- information systems
- association rules
- electronic health records
- data mining
- data mining techniques
- mining algorithm
- pattern discovery
- interestingness measures
- knowledge discovery
- itemsets
- frequent itemsets
- algorithms for mining association rules
- discovered association rules
- clinical trials
- patient care
- positive and negative association rules
- association rule mining algorithm
- temporal databases
- interesting rules
- classification rule mining
- medical images
- medical records
- database
- data quality
- genetic network programming