Balancing Utility and Fairness against Privacy in Medical Data.
Andrew ChesterYun Sing KohJörg WickerQuan SunJunjae LeePublished in: SSCI (2020)
Keyphrases
- medical data
- privacy sensitive
- differential privacy
- privacy requirements
- disclosure risk
- medical records
- privacy preserving
- medical images
- clinical data
- medical information
- medical data mining
- privacy preservation
- private information
- personal information
- utility function
- medical data sets
- data mining
- patient outcomes
- resource allocation
- imaging modalities
- health records
- data miners
- data sets
- anonymized data
- privacy protection
- sensitive information
- third party