Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis.
Florian A. HölzlDaniel RueckertGeorgios KaissisPublished in: CoRR (2022)
Keyphrases
- deep learning
- differentially private
- medical image analysis
- medical images
- deformable models
- differential privacy
- medical imaging
- image registration
- anatomical structures
- unsupervised learning
- image analysis
- visual programming environment
- machine learning
- magnetic resonance images
- mental models
- x ray
- weakly supervised
- privacy preserving
- knowledge discovery
- three dimensional
- maximum likelihood
- contingency tables