Advanced Clustering Technique for Medical Data Using Semantic Information.
Kwangcheol ShinSang-Yong HanAlexander F. GelbukhPublished in: MICAI (2004)
Keyphrases
- semantic information
- medical data
- medical images
- wordnet
- semantic analysis
- medical information
- semantic knowledge
- clinical data
- medical data mining
- clustering algorithm
- domain knowledge
- contextual information
- semantic features
- semantic meaning
- clustering method
- k means
- keywords
- domain ontology
- semantic similarity
- patient outcomes
- data mining
- machine learning
- metadata
- linguistic information
- patient data
- low level
- structural information
- medical records
- data sets
- semantic tags
- high level
- semantic relatedness
- background knowledge
- knowledge discovery
- co occurrence
- syntactic information
- context aware
- patient care
- document clustering
- low level features