DC-COX: Data collaboration Cox proportional hazards model for privacy-preserving survival analysis on multiple parties.
Akira ImakuraRyoya TsunodaRina KagawaKunihiro YamagataTetsuya SakuraiPublished in: J. Biomed. Informatics (2023)
Keyphrases
- survival analysis
- privacy preserving
- proportional hazards model
- breast cancer
- private data
- regression model
- data mining methods
- survival data
- data privacy
- horizontally partitioned data
- predictive modeling
- machine learning
- data analysis
- vertically partitioned data
- sensitive information
- private information
- data sets
- data mining techniques
- privacy concerns
- logistic regression
- statistical analysis
- privacy preserving data mining
- evolutionary computing
- kaplan meier
- risk assessment
- clinical data
- cross validation
- computational intelligence
- horizontally partitioned
- artificial neural networks
- data mining