Detecting pertussis in the pediatric population using respiratory sound events and CNN

Medicine & Life Sciences

• Whooping Cough 89%
• Respiratory Sounds 80%
• Pediatrics 47%
• Population 28%
• Datasets 16%
• Deep Learning 14%
• Child Mortality 13%
• Smartphone 12%
• Cough 10%
• Respiratory Tract Infections 9%
• Caregivers 9%
• Area Under Curve 8%
• Air 8%
• Parents 7%
• Learning 7%
• Morbidity 6%

Engineering & Materials Science

• Pediatrics 100%
• Acoustic waves 57%
• Smartphones 9%
• Screening 9%
• Convolutional neural networks 9%
• Deep learning 9%
• Signal processing 8%
• Fusion reactions 8%
• Air 5%