Personalized and privacy-preserving federated heterogeneous medical image analysis with PPPML-HMI

Computer Science

• Privacy Preserving 100%
• Image Analysis 100%
• Privacy Protection 50%
• Open Source 50%
• Homomorphic Encryption 25%
• Encryption 25%
• Structure Model 25%
• Medical Imaging 25%
• Heterogeneous Data 25%
• Segmentation Task 25%
• Federated Learning 25%
• Adversarial Machine Learning 25%
• Classification Task 25%
• Neural Network 25%
• Generalizability 25%

Keyphrases

• Deep Leakage 33%
• Knowledge Protection 33%
• COVID-19 CT 33%
• Knowledge Personalization 33%
• Secure Aggregation 33%
• Healthy People 33%