Privacy-preserving dataset combination and Lasso regression for healthcare predictions.
Marie Beth van EgmondGabriele SpiniOnno van der GaliënArne IJpmaThijs VeugenWessel KraaijAlex SangersThomas RooijakkersPeter LangenkampBart KamphorstNatasja van de L'IsleMilena Kooij-JanicPublished in: BMC Medical Informatics Decis. Mak. (2021)
Keyphrases
- privacy preserving
- linear regression
- privacy preserving data mining
- ridge regression
- privacy preservation
- model selection
- data privacy
- vertically partitioned data
- private information
- multi party
- secure multiparty computation
- record linkage
- private data
- privacy concerns
- regression model
- privacy sensitive
- horizontally partitioned
- privacy guarantees
- information systems
- sensitive data
- sensitive information
- feature selection
- database
- privacy issues
- privacy requirements
- preserving privacy
- privacy preserving classification
- horizontally partitioned data
- differential privacy
- high dimensional
- naive bayesian classification
- privacy preserving association rule mining