UMLS content views appropriate for NLP processing of the biomedical literature vs. clinical text.
Dina Demner-FushmanJames G. MorkSonya E. ShooshanAlan R. AronsonPublished in: J. Biomed. Informatics (2010)
Keyphrases
- biomedical literature
- text mining
- text processing
- natural language processing
- medical domain
- text documents
- scientific literature
- information extraction
- medical literature
- information retrieval
- text classification
- free text
- machine learning
- data mining
- knowledge discovery
- data analysis
- database
- named entities
- document clustering
- network analysis
- automatic extraction
- domain ontology
- textual information
- artificial intelligence
- question answering
- data acquisition
- knowledge representation
- semantic relationships
- domain knowledge
- metadata