On Interestingness Measures for Mining Statistically Significant and Novel Clinical Associations from EMRs.
Orhan AbarRichard J. CharnigoAbner RayapatiRamakanth KavuluruPublished in: BCB (2016)
Keyphrases
- statistically significant
- interestingness measures
- association rules
- association rule mining
- rule interestingness measures
- medical experts
- fuzzy association rules
- discovered knowledge
- electronic medical record
- attitudes toward
- itemsets
- learning styles
- frequent itemset mining
- statistical significance
- interesting rules
- mining algorithm
- control group
- rule mining
- rules discovered
- medical records
- frequent itemsets
- data mining techniques
- data mining
- clinical data
- pearson correlation
- discovered association rules
- knowledge discovery
- mining association rules
- interesting itemsets
- classification rules
- health care
- correlation coefficient
- pattern mining
- rule sets
- sequential patterns
- web mining
- clinical practice
- frequent patterns
- statistical tests
- patient data
- sequential pattern mining
- interesting patterns
- pattern discovery
- tree structure
- data structure
- learning algorithm