Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy.
Bach Ngoc KimJose DolzChristian DesrosiersPierre-Marc JodoinPublished in: BMVC (2021)
Keyphrases
- medical image analysis
- privacy preserving
- image registration
- registration framework
- medical images
- deformable models
- vertically partitioned data
- privacy preserving data mining
- medical imaging
- privacy preservation
- image analysis
- anatomical structures
- data privacy
- private information
- horizontally partitioned data
- partitioned data
- multi party
- visual programming environment
- magnetic resonance images
- privacy sensitive
- data perturbation
- privacy concerns
- sensitive data
- privacy issues
- privacy guarantees
- mr images
- scalar product
- secure multiparty computation
- privacy preserving data mining algorithms
- sensitive information
- homomorphic encryption
- privacy requirements
- data publishing
- private data
- differential privacy