Automated stenosis classification of carotid artery sonography using deep neural networks

Business & Economics

• Neural Networks 80%
• Data Augmentation 34%
• Ultrasound 34%
• Gaussian Process 31%
• Global Optimization 30%
• Classifier 27%
• Imaging 26%
• Performance Metrics 25%
• Generator 23%
• Process Model 21%
• Imbalance 21%
• Diagnostics 21%

Engineering & Materials Science

• Ultrasonography 100%
• Deep neural networks 65%
• Hemodynamics 26%
• Global optimization 23%
• Blood 20%
• Convolutional neural networks 20%
• Ultrasonics 19%
• Imaging techniques 17%
• Flow rate 16%
• Classifiers 15%