Privacy-Preserving Patient-Centric Clinical Decision Support System on Naïve Bayesian Classification.
Ximeng LiuRongxing LuJianfeng MaLe ChenBaodong QinPublished in: IEEE J. Biomed. Health Informatics (2016)
Keyphrases
- privacy preserving
- bayesian classification
- bayesian classifiers
- clinical decision support systems
- clinical practice
- clinical trials
- heart disease
- bayesian classifier
- logistic regression
- privacy preserving data mining
- bayesian network classifiers
- naive bayes
- decision support system
- privacy preservation
- supervised classification
- vertically partitioned data
- medical images
- data privacy
- privacy concerns
- private information
- bayesian methods
- decision trees
- decision support
- cost sensitive learning
- sensitive information
- secure multiparty computation
- medical imaging
- medical diagnosis
- differential privacy
- continuous domains
- health care
- natural language processing
- image processing
- information systems
- machine learning