Improving domain adaptation in de-identification of electronic health records through self-training.
Shun LiaoJamie KirosJiyang ChenZhaolei ZhangTing ChenPublished in: J. Am. Medical Informatics Assoc. (2021)
Keyphrases
- domain adaptation
- electronic health records
- co training
- semi supervised learning
- semi supervised
- labeled data
- multiple sources
- clinical data
- unlabeled data
- cross domain
- health care
- medical records
- active learning
- sentiment classification
- medical data
- multi view
- document classification
- test data
- training data
- single view
- transfer learning
- target domain
- clinical trials
- supervised learning
- text categorization
- information overload
- test set
- database
- training examples
- model selection
- text classification
- e government
- association rules
- decision trees
- learning algorithm
- machine learning