Mining disproportional itemsets for characterizing groups of heart failure patients from administrative health records.
Isak KarlssonPanagiotis PapapetrouLars AskerHenrik BoströmHans E. PerssonPublished in: PETRA (2017)
Keyphrases
- itemsets
- heart failure
- health records
- health care
- frequent itemsets
- normal subjects
- medical records
- electronic health records
- mining algorithm
- heart disease
- frequent itemset mining
- association rule mining
- association rules
- emerging patterns
- pattern mining
- itemset mining
- data structure
- mining association rules
- clinical data
- data mining algorithms
- frequent patterns
- data streams
- information systems
- apriori algorithm
- medical data
- interesting patterns
- high utility itemsets
- maximal frequent itemsets
- chronic disease
- patient data
- clinical decision support systems
- knowledge discovery
- data sets
- knowledge acquisition
- information extraction