Cluster analysis of treatment processes based on the typicalness measure for building clinical pathways.
Shoji HiranoShusaku TsumotoPublished in: BIBM (2013)
Keyphrases
- cluster analysis
- categorical data
- correlation analysis
- medical treatment
- k means
- data clustering
- clustering method
- drug resistance
- clustering algorithm
- factor analysis
- clustering analysis
- unsupervised learning
- cluster validity
- acute myocardial infarction
- data mining techniques
- data mining
- hierarchical latent class models
- fuzzy clustering
- microarray data
- data analysis
- ischemic stroke
- decision trees
- machine learning
- fuzzy c means
- clinical data
- distance measure
- disease progression
- active learning
- association rules
- clinical trials
- similarity measure
- image segmentation
- latent class models