A Hybrid Machine Learning Method for the De-identification of Un-Structured Narrative Clinical Text in Multi-center Chinese Electronic Medical Records Data.
Meng JinKai ZhangYunhaonan YangShuanglian XieKai SongYonghua HuXiaoyuan BaoPublished in: ICBK (2019)
Keyphrases
- input data
- machine learning
- statistical methods
- data sets
- database
- information retrieval
- data analysis
- knowledge discovery
- training data
- machine learning methods
- medical records
- raw data
- knowledge representation
- structured data
- high dimensional data
- statistical analysis
- data mining techniques
- original data
- medical data
- clinical data