EHR-Safe: generating high-fidelity and privacy-preserving synthetic electronic health records.
Jinsung YoonMichel J. MizrahiNahid Farhady GhalatyThomas JarvinenAshwin S. RaviPeter BruneFanyu KongDave AndersonGeorge LeeArie MeirFarhana BandukwalaElli KanalSercan Ö. ArikTomas PfisterPublished in: npj Digit. Medicine (2023)
Keyphrases
- electronic health records
- privacy preserving
- high fidelity
- medical records
- sensitive information
- clinical data
- real time
- vertically partitioned data
- health care
- privacy preserving data mining
- privacy concerns
- health information
- medical data
- clinical trials
- private information
- high resolution
- data privacy
- video conferencing
- high quality
- health records
- privacy protection
- personal data
- decision support system
- high dimensional
- association rules
- expert systems
- real world
- databases