Production-level Open Source Privacy Preserving Inference in Medical Imaging.
Arjun SoinPratik BhatuRohit TakharNishanth ChandranDivya GuptaJavier Alvarez-ValleRahul SharmaVidur MahajanMatthew P. LungrenPublished in: CoRR (2021)
Keyphrases
- privacy preserving
- medical imaging
- open source
- medical images
- privacy preserving data mining
- medical image processing
- x ray
- privacy preservation
- image processing and analysis
- image analysis
- vertically partitioned data
- image registration
- image segmentation
- image processing
- data privacy
- image guided surgery
- anatomical structures
- imaging modalities
- volumetric data
- shape analysis
- biomedical engineering
- remote sensing
- privacy protection
- multi party
- computer vision
- privacy concerns
- record linkage
- sensitive information
- horizontally partitioned data
- partitioned data
- preserving privacy
- privacy requirements
- private information
- differential privacy
- privacy guarantees
- private data
- decision trees
- signal processing
- information systems
- data mining
- privacy preserving classification
- secure multiparty computation
- naive bayesian classification
- privacy sensitive
- privacy preserving association rule mining