Collaborative Deep Learning for Medical Image Analysis with Differential Privacy.
Danni YuanXiaoyan ZhuMingkui WeiJianfeng MaPublished in: GLOBECOM (2019)
Keyphrases
- medical image analysis
- deep learning
- differential privacy
- differentially private
- medical images
- privacy preserving
- deformable models
- medical imaging
- image registration
- unsupervised learning
- machine learning
- image analysis
- anatomical structures
- data sharing
- weakly supervised
- mental models
- privacy preservation
- magnetic resonance images
- personal information
- data privacy
- pattern recognition
- image segmentation
- computer vision
- data sets
- x ray
- three dimensional
- text mining
- data sources
- image processing
- pairwise