New Approach to Privacy-Preserving Clinical Decision Support Systems for HIV Treatment.
Gabriele SpiniEmiliano ManciniThomas AttemaMark AbspoelJan de GierSerge FehrThijs VeugenMaran van HeeschDaniël WormAndrea De LucaRonald CramerPeter M. A. SlootPublished in: J. Medical Syst. (2022)
Keyphrases
- privacy preserving
- clinical decision support systems
- clinical practice guidelines
- decision support system
- clinical practice
- decision support
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- sensitive information
- heart disease
- multi party
- knowledge discovery
- privacy sensitive
- data privacy
- clinical trials
- privacy concerns
- preserving privacy
- horizontally partitioned data
- privacy issues
- private information
- privacy protection
- data perturbation
- information systems
- horizontally partitioned
- privacy preserving association rule mining
- differential privacy
- private data
- data publishing
- privacy guarantees
- privacy requirements
- dimensionality reduction
- information retrieval
- homomorphic encryption
- machine learning
- real world