Incorporating comorbidities into latent treatment pattern mining for clinical pathways.
Zhengxing HuangWei DongLei JiChunhua HeHuilong DuanPublished in: J. Biomed. Informatics (2016)
Keyphrases
- pattern mining
- drug resistance
- medical treatment
- real patient data
- acute myocardial infarction
- clinical diagnosis
- mining algorithm
- ischemic stroke
- data mining
- disease progression
- treatment planning
- interesting patterns
- sequential patterns
- pattern discovery
- cancer patients
- graph mining
- frequent pattern mining
- therapy planning
- frequent patterns
- sequential pattern mining
- clinical studies
- data mining techniques
- discovering frequent
- frequent itemset mining
- subgroup discovery
- pattern growth
- closed patterns
- itemset mining
- mining frequent
- clinical practice
- graph databases
- clinical data
- itemsets
- databases
- periodic patterns
- database
- biological networks
- information retrieval
- real world