Simulants: Synthetic Clinical Trial Data via Subject-Level Privacy-Preserving Synthesis.
Mandis BeigiAfrah ShafquatJason G. MezeyJacob AptekarPublished in: AMIA (2022)
Keyphrases
- privacy preserving
- data privacy
- data sets
- sensitive information
- private data
- data sources
- sensitive data
- privacy concerns
- privacy sensitive
- raw data
- data points
- differentially private
- privacy guarantees
- privacy issues
- data analysis
- database
- data quality
- data distribution
- personal data
- decision support system
- vertically partitioned data
- statistical databases
- private information
- multi party
- data model
- data transformation
- data collection
- data mining techniques
- knowledge discovery