Abstract: Utility-preserving Measure for Patient Privacy - Deep Learning-based Anonymization of Chest Radiographs.
Kai PackhäuserSebastian GündelFlorian ThammFelix DenzingerAndreas K. MaierPublished in: Bildverarbeitung für die Medizin (2024)
Keyphrases
- deep learning
- differential privacy
- data anonymization
- chest radiographs
- privacy preserving
- anonymized data
- privacy preservation
- privacy protection
- information loss
- unsupervised learning
- data publishing
- data privacy
- machine learning
- x ray
- mental models
- sensitive attributes
- data mining
- object recognition
- weakly supervised
- low resolution
- higher order
- probabilistic model
- similarity measure
- feature extraction