Feasibility Study of Multi-Site Split Learning for Privacy-Preserving Medical Systems under Data Imbalance Constraints in COVID-19, X-Ray, and Cholesterol Dataset.
Yoo Jeong HaGusang LeeMinjae YooSoyi JungSeehwan YooJoongheon KimPublished in: CoRR (2022)
Keyphrases
- x ray
- privacy preserving
- data privacy
- privacy sensitive
- sensitive data
- private data
- data collection
- medical imaging
- privacy concerns
- sensitive information
- data sources
- raw data
- database
- tomographic images
- privacy preserving data mining
- record linkage
- original data
- privacy issues
- x ray images
- privacy guarantees
- preserving privacy
- medical images
- data publishing
- medical data
- horizontally partitioned data
- distributed data
- private information
- data sharing
- intraoperative
- cloud computing
- data mining techniques
- data analysis
- information systems