A cascaded approach for Chinese clinical text de-identification with less annotation effort.
Zhe JianXusheng GuoShijian LiuHandong MaShaodian ZhangRui ZhangJianbo LeiPublished in: J. Biomed. Informatics (2017)
Keyphrases
- annotation effort
- chinese text
- active learning
- text summarization
- chinese texts
- traditional chinese medicine
- english text
- information retrieval
- text mining
- text retrieval
- free text
- text documents
- medical data
- database
- word segmentation
- keyword extraction
- training data
- keywords
- patient data
- clinical practice
- natural language generation
- clinical applications
- clinical guidelines
- health care
- web documents