Does Enrichment of Clinical Texts by Ontology Concepts Increases Classification Accuracy?
Kerstin DeneckePublished in: MedInfo (2021)
Keyphrases
- classification accuracy
- relevant concepts
- domain ontology
- world knowledge
- ontology merging
- domain specific ontologies
- knowledge resources
- ontological framework
- related concepts
- semantic relationships
- medical knowledge
- domain knowledge
- semantic network
- clinical pathway
- ontology construction
- formal concept analysis
- ontology engineering
- ontology alignment
- conceptual structures
- owl ontologies
- ontology integration
- intended meaning
- conceptual retrieval
- knowledge representation
- semantic annotation
- semantic web
- semantic representation
- semantic links
- mutual understanding
- fuzzy ontology
- feature set
- semantic mapping
- support vector
- data sources
- ontological concepts
- ontological knowledge
- naive bayes
- background knowledge
- conceptual knowledge
- clinical data
- concept hierarchy
- clinical practice
- semantic information
- text mining
- ontological engineering
- concept space
- patient data
- natural language
- feature selection
- keywords
- training data