Deep coherence learning: An unsupervised deep beamformer for high quality single plane wave imaging in medical ultrasound

Engineering

• Deep Learning Method 100%
• Beamformer 100%
• Plane Wave 100%
• Single Plane 100%
• Learning Approach 25%
• Frame Rate 16%
• Performance Improvement 8%
• Limitations 8%
• Clinical Application 8%
• Spatial Resolution 8%
• Loss Function 8%
• Comparable Result 8%
• Ground Truth Image 8%
• Baseband Signal 8%

Computer Science

• Deep Learning Method 100%
• Learning Approach 27%
• Unsupervised Learning 18%
• Clinical Setting 9%
• Deep Learning Model 9%
• Generative Adversarial Networks 9%
• Learning Framework 9%
• Clinical Application 9%
• Performance Improvement 9%
• Spatial Resolution 9%
• Supervised Learning 9%
• Ground Truth Image 9%
• Baseband Signal 9%

Chemical Engineering

• Deep Learning Method 100%
• Unsupervised Learning 16%
• Supervised Learning 8%