Practical Challenges in Differentially-Private Federated Survival Analysis of Medical Data.
Shadi RahimianRaouf KerkoucheIna KurthMario FritzPublished in: CHIL (2022)
Keyphrases
- medical data
- differentially private
- survival analysis
- medical images
- data mining
- breast cancer
- clinical data
- differential privacy
- real world
- regression model
- predictive modeling
- machine learning
- data mining methods
- logistic regression
- patient data
- information systems
- risk assessment
- data sources
- preprocessing
- database