Sampling Adverse Drug Events in Outpatient Clinical Notes for Natural Language Processing Tasks.
Joseph M. PlasekAbigail SalemStuart R. LipsitzMary AmatoDinah FoerHeba EdreesSuzanne V. BlackleyBrett R. SouthAmol RajmaneMario LorenzoPaul FeltBrendan BullGretchen Purcell JacksonHenry FeldmanDavid W. BatesLi ZhouPublished in: AMIA (2022)
Keyphrases
- natural language processing
- adverse drug reactions
- event detection
- natural language
- text processing
- machine learning
- question answering
- monte carlo
- health care
- knowledge representation
- feature engineering
- multi task
- word sense disambiguation
- semantic relations
- sentiment analysis
- neural network
- text mining
- information extraction
- transfer learning
- wordnet
- random sampling
- textual data
- sampling algorithm
- temporal relations
- tasks in natural language processing
- data mining