A Federated Learning Paradigm for Heart Sound Classification

Keyphrases

• Learning Paradigm 100%
• Federated Learning 100%
• Heart Sound Classification 100%
• Quality Model 66%
• Multiple Experiments 33%
• Data Quality 33%
• Classification Task 33%
• Learning-based 33%
• Plethora 33%
• Cardiovascular Disease 33%
• Private Information 33%
• Big Data 33%
• User Data 33%
• Early Diagnosis 33%
• Data Distribution 33%
• Data Sharing 33%
• Medical Practice 33%
• Model Learning 33%
• Learning Patterns 33%
• Quality Patterns 33%
• Computer Audition 33%
• Federated Learning System 33%
• Cardiovascular Disease Diagnosis 33%
• Heart Sound 33%
• Automated Auscultation 33%
• Large Amount of Data 33%
• Non-invasive Method 33%
• Collaborative Institutions 33%
• Non-independent Identically Distributed 33%

Computer Science

• Federated Learning 100%
• quality model 50%
• Learning Framework 25%
• Big Data 25%
• User Data 25%
• Data Sharing 25%
• Classification Task 25%
• Data Distribution 25%
• Medical Practice 25%