Application of deep learning for bronchial asthma diagnostics using respiratory sound recordings

Keyphrases

• Bronchial Asthma 100%
• Asthma Symptoms 100%
• Respiratory Sounds 100%
• Sound Recording 100%
• Deep Learning Applications 100%
• Non-asthmatics 40%
• Disease Stage 20%
• Healthy Individuals 20%
• Developing Method 20%
• Calm 20%
• Deep Learning Methods 20%
• Treatment Efficacy 20%
• Computer-assisted 20%
• Sick 20%
• Healthy Volunteers 20%
• Patient Gender 20%
• Time Estimation 20%
• Respiratory Disease 20%
• Oral Cavity 20%
• Right-sided 20%
• Remote Monitoring 20%
• Diagnostic Sensitivity 20%
• Trachea 20%
• Patient Condition 20%
• Age-stage 20%
• Screening Method 20%
• Training Model 20%
• Audio Files 20%
• Binary Classification 20%
• Differential Diagnostics 20%
• Asthma Diagnosis 20%
• Four-point 20%
• Intercostal Space 20%
• Computer-assisted Diagnostics 20%
• Condition Monitoring 20%
• Accuracy Metrics 20%
• Sensitivity Index 20%

Immunology and Microbiology

• Asthma 100%
• Audio Recording 100%
• Normal Human 20%
• Breathing 20%
• Screening 20%
• Back 20%
• Time Perception 20%
• Remote Sensing 20%

Biochemistry, Genetics and Molecular Biology

• Audio Recording 100%
• Normal Human 25%
• Screening 25%
• Breathing 25%
• Time Perception 25%
• Remote Sensing 25%