A shared task involving multi-label classification of clinical free text.
John P. PestianChris BrewPawel MatykiewiczD. J. HovermaleNeil JohnsonK. Bretonnel CohenWlodzislaw DuchPublished in: BioNLP@ACL (2007)
Keyphrases
- free text
- multi label classification
- clinical guidelines
- medical records
- multi label
- patient records
- information extraction
- natural language processing
- structured data
- semi supervised learning
- image annotation
- text categorization
- binary classification
- text classification
- semi structured
- image classification
- binary classifiers
- semi supervised
- clinical practice
- meta level
- classification algorithm
- patient data
- database
- machine learning
- test set
- visual features
- graph cuts
- data model