: Explainable privacy-preserving image compression for medical image analysis.
Alex GaudioAsim SmailagicChristos FaloutsosShreshta MohanElvin JohnsonYuhao LiuPedro CostaAurélio CampilhoPublished in: WIREs Data. Mining. Knowl. Discov. (2023)
Keyphrases
- medical image analysis
- privacy preserving
- image compression
- medical images
- deformable models
- medical imaging
- image registration
- image analysis
- privacy preserving data mining
- wavelet transform
- privacy preservation
- compression ratio
- anatomical structures
- vertically partitioned data
- magnetic resonance images
- sensitive information
- privacy protection
- data privacy
- image processing
- record linkage
- multi party
- visual programming environment
- privacy sensitive
- private information
- computer vision
- privacy requirements
- privacy issues
- lossless compression
- user privacy
- privacy concerns
- preserving privacy
- three dimensional
- privacy preserving classification
- horizontally partitioned
- horizontally partitioned data
- private data
- data publishing
- data perturbation
- scalar product
- decision trees
- machine learning