Machine learning in precision medicine to preserve privacy via encryption.
William BriguglioParisa MoghaddamWaleed A. YousefIssa TraoréMohammad MamunPublished in: Pattern Recognit. Lett. (2021)
Keyphrases
- machine learning
- security properties
- data mining
- privacy preserving
- data confidentiality
- security issues
- machine learning methods
- pattern recognition
- precision and recall
- high precision
- learning algorithm
- computer vision
- data protection
- medical domain
- statistical databases
- sensitive information
- privacy issues
- information extraction
- machine learning algorithms
- active learning
- feature selection
- privacy concerns
- differential privacy
- wireless sensor networks
- decision trees
- support vector machine
- private data
- natural language processing
- data security
- data privacy
- text classification
- sensitive data
- knowledge acquisition
- information loss