Task definition, annotated dataset, and supervised natural language processing models for symptom extraction from unstructured clinical notes.
Jackson M. SteinkampWasif BalaAbhinav SharmaJacob J. KantrowitzPublished in: J. Biomed. Informatics (2020)
Keyphrases
- natural language processing
- information extraction
- artificial intelligence
- machine learning
- feature selection
- statistical models
- automatic extraction
- word sense disambiguation
- computational models
- semi structured
- experimental data
- statistical model
- structured data
- benchmark datasets
- parameter estimation
- unsupervised learning
- model selection
- text mining
- supervised learning
- prior knowledge
- expert systems
- natural language
- video sequences