Distinguishing Clinical Sentiment: The Importance of Domain Adaptation in Psychiatric Patient Health Records.
Eben HoldernessPhilip CawkwellKirsten BoltonJames PustejovskyMei-Hua HallPublished in: CoRR (2019)
Keyphrases
- domain adaptation
- health records
- sentiment classification
- medical records
- patient data
- medical data
- electronic health records
- clinical data
- sentiment analysis
- health care providers
- cross domain
- clinical trials
- health care
- free text
- opinion mining
- text classification
- patient care
- clinical decision support
- multiple sources
- clinical practice
- semi supervised
- intraoperative
- semi supervised learning
- cross lingual
- sensitive information
- labeled data
- training data
- information systems
- databases
- target domain
- database
- document classification
- test data
- transfer learning
- statistical analysis
- three dimensional