CONTRASTIVE HEARTBEATS: CONTRASTIVE LEARNING FOR SELF-SUPERVISED ECG REPRESENTATION AND PHENOTYPING

Keyphrases

• Downstream Task 100%
• Contrastive Learning 100%
• High Performance 66%
• High Cost 33%
• AI-based Methods 33%
• Benchmark Dataset 33%
• Sampling Methods 33%
• Supervised Learning 33%
• Performance Degradation 33%
• Screening Tool 33%
• Semantic Representation 33%
• Electrocardiogram Signal 33%
• Representation Results 33%
• Learning Framework 33%
• Disease Screening 33%
• Deep Learning Model 33%
• Multi-task 33%
• Efficient Training 33%
• Cardiology 33%
• Self-supervised Learning Model 33%
• Self-supervised Representation Learning 33%
• Cardiovascular-related Diseases 33%
• Heartbeat Representation 33%

Computer Science

• Contrastive Learning 100%
• Supervised Learning 50%
• Learning Framework 50%
• Performance Degradation 50%
• Semantic Representation 50%
• Deep Learning Model 50%
• Multiple Task 50%
• Self-Supervised Learning 50%
• Self-Supervised Representation Learning 50%
• Artificial Intelligence 50%