Frailty Identification Using Heart Rate Dynamics: A Deep Learning Approach

Medicine & Life Sciences

• Deep Learning 100%
• Frailty 83%
• Heart Rate 53%
• Long-Term Memory 31%
• Short-Term Memory 25%
• Walking Speed 10%
• Autonomic Nervous System 10%
• Electrocardiography 7%
• Sensitivity and Specificity 6%
• Phenotype 5%

Engineering & Materials Science

• Deep learning 64%
• Long short-term memory 31%
• Neurology 10%
• Electrocardiography 8%
• Screening 8%
• Time series 7%
• Monitoring 5%