A Deep Learning Approach to Private Data Sharing of Medical Images Using Conditional GANs.
Hanxi SunJason PlawinskiSajanth SubramaniamAmir JamaludinTimor KadirAimee ReadieGregory LigozioDavid OhlssenMark BaillieThibaud CorollerPublished in: CoRR (2021)
Keyphrases
- medical images
- deep learning
- data sharing
- private data
- homomorphic encryption
- data access
- unsupervised learning
- peer to peer
- medical imaging
- information sharing
- data integration
- deformable models
- machine learning
- weakly supervised
- privacy preserving
- mental models
- region of interest
- pattern recognition
- decision support system
- data management
- data sources