Ensembles of NLP Tools for Data Element Extraction from Clinical Notes.
Tsung-Ting KuoPallavi RaoCleo K. MaeharaSon DoanJuan D. ChaparroMichele E. DayClaudiu FarcasLucila Ohno-MachadoChun-Nan HsuPublished in: AMIA (2016)
Keyphrases
- data sets
- data processing
- data sources
- information extraction
- experimental data
- missing data
- small number
- test data
- data structure
- databases
- training data
- data analysis
- statistical analysis
- computer systems
- visualization tools
- visualization tool
- statistical methods
- data distribution
- high quality
- text mining
- database
- data points
- end users
- data streams
- prior knowledge