Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data

Keyphrases

• Resilient 100%
• Federated Learning 100%
• Imbalanced Medical Data 100%
• Retrogress 100%
• Conjoint 42%
• Federated Learning System 42%
• Client-side 28%
• Medical Scenarios 28%
• Fourier 14%
• Training Model 14%
• Learning Methods 14%
• Ethical Issues 14%
• Performance Degradation 14%
• Local Data 14%
• Source Code 14%
• Global Knowledge 14%
• Privacy Concerns 14%
• Class Imbalance 14%
• Medical Dataset 14%
• Class Imbalance Problem 14%
• Computer-aided Diagnosis (CADx) 14%
• Large Margin 14%
• Deep Learning Algorithm 14%
• Server-side 14%
• Local Model 14%
• Global Imbalances 14%
• Multiparametric MRI (mpMRI) 14%
• Personalized Federated Learning 14%
• Centralized Training 14%
• Balanced Optimization 14%
• Local Training 14%
• Distributed Paradigm 14%
• Dermoscopic 14%

Computer Science

• Federated Learning 100%
• Learning Framework 30%
• Experimental Result 10%
• Deep Learning Method 10%
• Performance Degradation 10%
• Class Imbalance 10%
• Frequency Domain 10%
• Class Imbalance Problem 10%
• Aided Diagnosis 10%