Privacy-preserving Federated Brain Tumour Segmentation.
Wenqi LiFausto MilletariDaguang XuNicola RiekeJonny HancoxWentao ZhuMaximilian BaustYan ChengSébastien OurselinM. Jorge CardosoAndrew FengPublished in: CoRR (2019)
Keyphrases
- privacy preserving
- medical images
- privacy preserving data mining
- vertically partitioned data
- privacy preservation
- brain tumors
- multi party
- record linkage
- data privacy
- sensitive information
- privacy issues
- sensitive data
- horizontally partitioned data
- privacy protection
- horizontally partitioned
- privacy sensitive
- secure multiparty computation
- privacy requirements
- privacy concerns
- privacy preserving association rule mining
- digital libraries
- data sets
- data perturbation
- privacy preserving data mining algorithms
- preserving privacy
- dce mri
- private data
- data sources
- privacy guarantees
- privacy preserving classification
- scalar product
- differential privacy
- naive bayesian classification
- personal data
- private information
- data collection