Application of Machine Learning in medical data analysis illustrated with an example of association rules.
Beata ButrynIwona Chomiak-OrsaKrzysztof HaukeMaciej PondelAgnieszka SiennickaPublished in: KES (2021)
Keyphrases
- association rules
- data analysis
- data mining
- knowledge discovery
- association rule mining
- data processing
- medical domain
- apriori algorithm
- business intelligence
- data collection
- medical data
- associative classification
- data mining techniques
- medical information
- machine learning
- mining association rules
- medical experts
- traditional chinese medicine
- discovering association rules
- classification rules
- formal concept analysis
- rough sets
- itemsets
- association rules mining
- information visualization
- biological data
- medical diagnosis
- data visualization
- pattern discovery
- medical devices
- medical imaging
- frequent patterns
- market basket analysis
- market basket data
- medical treatment
- mining algorithm
- medical knowledge
- scientific data
- databases
- medical images
- multi dimensional
- text mining
- data warehouse
- data structure
- neural network