EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders.
Siddharth BiswalSoumya GhoshJon DukeBradley A. MalinWalter F. StewartCao XiaoJimeng SunPublished in: MLHC (2021)
Keyphrases
- electronic health records
- clinical data
- medical data
- denoising
- health data
- health care
- health information technology
- clinical trials
- medical records
- health records
- decision making
- digital libraries
- health information
- training data
- statistical analysis
- information seeking
- decision support system
- management system
- information overload
- database