Privacy-Preserving Linkage of Genomic and Clinical Data Sets.
Dixie B. BakerBartha M. KnoppersMark PhillipsDavid van EnckevortPetra KaufmannHanns LochmüllerDomenica TaruscioPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2019)
Keyphrases
- privacy preserving
- clinical data sets
- record linkage
- privacy preserving data mining
- x ray images
- privacy preservation
- clinical data
- vertically partitioned data
- gold standard
- data privacy
- phantom images
- multi party
- sensitive information
- private information
- secure multiparty computation
- horizontally partitioned
- data publishing
- privacy sensitive
- horizontally partitioned data
- privacy concerns
- privacy protection
- differential privacy
- privacy issues
- sensitive data
- naive bayesian classification
- partitioned data
- database
- data sets
- machine learning
- information retrieval
- scalar product
- preprocessing
- mr images
- data perturbation
- preserving privacy
- privacy requirements
- privacy guarantees