Overcoming barriers to NLP for clinical text: the role of shared tasks and the need for additional creative solutions.
Wendy Webber ChapmanPrakash M. NadkarniLynette HirschmanLeonard W. D'AvolioGuergana K. SavovaÖzlem UzunerPublished in: J. Am. Medical Informatics Assoc. (2011)
Keyphrases
- text mining
- free text
- natural language processing
- text analysis
- computational linguistics
- linguistic analysis
- text processing
- statistical natural language processing
- text retrieval
- keywords
- information retrieval
- broad coverage
- multi task
- database
- textual entailment
- text summarization
- web documents
- information extraction
- medical records
- clinical data
- previously solved
- additional features
- clinical trials
- textual data
- machine translation
- wordnet
- optimal solution
- data mining