Effect of temporal resolution on the detection of cardiac arrhythmias using HRV features and machine learning

Medicine & Life Sciences

• Machine Learning 100%
• Cardiac Arrhythmias 74%
• Heart Rate 64%
• Wearable Electronic Devices 31%
• Bradycardia 23%
• Tachycardia 21%
• Atrial Fibrillation 19%
• Support Vector Machine 13%
• Forests 13%
• Electrocardiography 9%
• Logistic Models 7%
• Heart 7%
• Databases 6%
• Equipment and Supplies 6%

Engineering & Materials Science

• Machine learning 64%
• Wearable technology 21%
• Random forests 20%
• Classifiers 13%
• Sampling 13%
• Logistic regression 10%
• Electrocardiography 9%
• Time series 8%
• Support vector machines 7%
• Monitoring 5%