Deep Learning-Based Anonymization of Chest Radiographs: A Utility-Preserving Measure for Patient Privacy.
Kai PackhäuserSebastian GündelFlorian ThammFelix DenzingerAndreas K. MaierPublished in: MICCAI (3) (2023)
Keyphrases
- deep learning
- differential privacy
- chest radiographs
- privacy preserving
- data anonymization
- anonymized data
- privacy protection
- information loss
- data publishing
- privacy preservation
- data privacy
- unsupervised learning
- machine learning
- sensitive attributes
- private information
- mental models
- privacy concerns
- weakly supervised
- pattern recognition
- similarity measure
- image processing
- x ray
- higher order
- multiscale
- data mining