Transformation and Integration of Heterogeneous Health Data in a Privacy-preserving Distributed Learning Infrastructure.
Chang SunVincent EmonetJohan van SoestAnnemarie KosterAndre DekkerMichel DumontierPublished in: SWAT4HCLS (2019)
Keyphrases
- privacy preserving
- distributed learning
- health data
- data transformation
- knowledge integration
- privacy preserving data mining
- health care
- privacy preservation
- vertically partitioned data
- collaborative learning
- privacy protection
- data privacy
- scalar product
- sensitive information
- electronic health records
- privacy sensitive
- private information
- search engine
- learning algorithm
- privacy concerns
- secure multiparty computation
- personal data
- temporal databases
- learning process