Recent Developments in Privacy-preserving Mining of Clinical Data.
Chance N. DeSmetDiane J. CookPublished in: Trans. Data Sci. (2021)
Keyphrases
- recent developments
- clinical data
- privacy preserving
- privacy sensitive
- medical data
- privacy preservation
- horizontally partitioned
- knowledge discovery
- patient data
- horizontally partitioned data
- preserving privacy
- raw data
- vertically partitioned data
- privacy preserving data mining
- statistical analysis
- clinical information
- medical images
- private information
- data privacy
- sensitive information
- recent advances
- multi party
- data mining
- sensitive data
- domain experts
- medical records
- privacy concerns
- data perturbation
- scalar product
- privacy protection
- record linkage
- privacy guarantees
- privacy issues
- differential privacy
- mr images
- data mining methods
- data mining techniques
- general purpose
- homomorphic encryption
- partitioned data
- text mining
- database
- privacy preserving association rule mining
- real world