Can Our Health Data Stay Private? A Review and Future Directions for IS Research on Privacy-Preserving AI in Healthcare.
Aycan AslanMaike GreveTill Ole DiesterhöftLutz M. KolbePublished in: Wirtschaftsinformatik (2022)
Keyphrases
- privacy preserving
- future directions
- health data
- health care
- electronic health records
- current status
- patient care
- privacy preserving data mining
- lessons learned
- clinical trials
- vertically partitioned data
- private information
- artificial intelligence
- private data
- clinical data
- privacy preservation
- homomorphic encryption
- information systems
- data privacy
- privacy concerns
- monitoring system
- personal data
- secure multiparty computation
- privacy protection
- temporal databases
- sensitive information
- sensitive data
- health information
- medical data
- database systems
- information overload
- privacy guarantees
- data model
- case study
- data mining