Review learning: Real world validation of privacy preserving continual learning across medical institutions

Keyphrases

• Privacy-preserving 100%
• Medical Institutions 100%
• Privacy-preserving Machine Learning 100%
• Continual Learning 100%
• Real-time Validation 100%
• Transfer Learning 50%
• Real-world Experiment 50%
• Electronic Health Record Data 50%
• Learning Algorithm 25%
• Different Datasets 25%
• Learning Scenario 25%
• Application-oriented 25%
• Model Performance 25%
• Area under the Receiver Operating Characteristic Curve 25%
• Binary Classification 25%
• Diagnosis Prediction 25%
• Medical Setting 25%
• Global Area 25%
• Research-based 25%
• Deep Learning Framework 25%
• Model Transfer 25%
• Learning Research 25%
• Electronic Health Records 25%
• Deep Learning Applications 25%
• Deep Learning Model 25%
• Catastrophic Forgetting 25%
• Diverse Datasets 25%

Computer Science

• Continual Learning 100%

Social Sciences

• Learning Transfer 100%