MetaMap is a Superior Baseline to a Standard Document Retrieval Engine for the Task of Finding Patient Cohorts in Clinical Free Text.
K. Bretonnel CohenTom ChristiansenLawrence E. HunterPublished in: TREC (2011)
Keyphrases
- free text
- retrieval engine
- medical records
- patient records
- semi structured documents
- information retrieval systems
- clinical guidelines
- information extraction
- structured documents
- natural language processing
- information retrieval
- patient data
- structured data
- clinical data
- semi structured
- conceptual graphs
- clinical practice
- medical data
- health care
- patient care
- clinical trials
- search engine
- retrieval systems
- web documents
- database
- domain knowledge
- inverted file
- document collections
- machine learning
- natural language