Leveraging existing corpora for de-identification of psychiatric notes using domain adaptation.
Hee-Jin LeeYaoyun ZhangKirk RobertsHua XuPublished in: AMIA (2017)
Keyphrases
- domain adaptation
- cross domain
- multiple sources
- target domain
- semi supervised
- sentiment classification
- transfer learning
- labeled data
- semi supervised learning
- natural language processing
- test data
- training data
- covariate shift
- manifold alignment
- text data
- document classification
- unlabeled data
- text classification
- supervised learning
- machine learning
- databases