Accurate training of the Cox proportional hazards model on vertically-partitioned data while preserving privacy.
Bart KamphorstThomas RooijakkersThijs VeugenMatteo CellamareDaan KnoorsPublished in: BMC Medical Informatics Decis. Mak. (2022)
Keyphrases
- preserving privacy
- vertically partitioned data
- privacy preserving
- proportional hazards model
- data privacy
- variable selection
- privacy preserving data mining
- survival analysis
- survival prediction
- private information
- privacy concerns
- survival data
- data sharing
- regression model
- sensitive information
- training set
- data mining applications
- sensitive data
- personal information
- privacy issues
- data model
- data sets
- database
- privacy protection
- neural network