Assessing Machine Learning Based Generators for Synthetic Electronic Health Records: A Benchmarking.
Chao YanYao YanZiqi ZhangZhiyu WanJustin GuinneySean D. MooneyBradley A. MalinPublished in: AMIA (2022)
Keyphrases
- electronic health records
- machine learning
- data generator
- clinical data
- health data
- clinical trials
- medical data
- health care
- feature selection
- natural language processing
- data mining
- learning algorithm
- health records
- information extraction
- health information technology
- data analysis
- medical records
- artificial intelligence
- real world
- data sets
- database
- digital libraries
- decision making