Utility of Semantically Constrained Automated Extraction and Mapping of UMLS Concepts from Clinical Narratives.
Kevin CoonanPublished in: AMIA (2005)
Keyphrases
- medical knowledge
- semantic network
- umls metathesaurus
- medical domain
- domain ontology
- knowledge sources
- knowledge structures
- clinical practice
- clinical pathway
- semantic matching
- free text
- medical diagnosis
- semantic mapping
- medical diagnostic
- natural language processing systems
- cognitive map
- medical data
- medical records
- key concepts
- data mining
- concept learning
- knowledge based systems
- domain knowledge
- expert systems
- natural language