A New Approach to Privacy-Preserving Clinical Decision Support Systems for HIV Treatment.
Thomas AttemaEmiliano ManciniGabriele SpiniMark AbspoelJan de GierSerge FehrThijs VeugenMaran van HeeschDaniël WormAndrea De LucaRonald CramerPeter M. A. SlootPublished in: CoRR (2018)
Keyphrases
- privacy preserving
- clinical decision support systems
- clinical practice guidelines
- decision support system
- privacy preserving data mining
- clinical practice
- privacy preservation
- vertically partitioned data
- decision support
- data privacy
- sensitive information
- multi party
- clinical trials
- privacy protection
- horizontally partitioned
- data publishing
- privacy issues
- private data
- data mining
- sensitive data
- secure multiparty computation
- knowledge discovery
- scalar product
- naive bayesian classification
- privacy preserving association rule mining
- horizontally partitioned data
- preserving privacy
- differential privacy
- private information
- privacy requirements
- data perturbation
- privacy guarantees
- homomorphic encryption
- privacy concerns
- medical images
- data analysis
- database systems
- image segmentation