Perceptual Encryption-based Privacy-Preserving Deep Learning for Medical Image Analysis.
Ijaz AhmadSeokjoo ShinPublished in: ICOIN (2023)
Keyphrases
- medical image analysis
- privacy preserving
- deep learning
- medical images
- deformable models
- privacy preserving data mining
- image registration
- privacy preservation
- unsupervised learning
- image analysis
- medical imaging
- vertically partitioned data
- anatomical structures
- private information
- machine learning
- magnetic resonance images
- sensitive information
- data privacy
- privacy protection
- privacy concerns
- secret key
- encryption scheme
- mental models
- differential privacy
- sensitive data
- weakly supervised
- ciphertext
- secure multiparty computation
- shape analysis
- smart card
- higher order
- information extraction
- pattern recognition