DL-UCT: A Deep Learning Framework for Ultrasound Computed Tomography

Keyphrases

• Ultrasound Computed Tomography 100%
• Deep Learning 100%
• Deep Learning Framework 100%
• High Contrast 50%
• Inversion Method 37%
• Waveform Inversion 37%
• Highly Accurate 12%
• Computationally Expensive 12%
• Optimization Scheme 12%
• Tissue Type 12%
• Phantom 12%
• Soft Tissue Structures 12%
• Tomographic Technique 12%
• Synthetic Data 12%
• Acoustic Properties 12%
• Contrast-enhanced Ultrasound 12%
• Acoustic Image 12%
• Large-scale Optimization 12%
• Property Distribution 12%
• Tomographic Model 12%
• Ultrasound Data 12%
• Medical Imaging Techniques 12%
• Deep Convolutional Neural Network (deep CNN) 12%
• Radiation-free 12%

Computer Science

• Learning Framework 100%
• Inversion Method 40%
• Medical Imaging 20%
• Synthetic Datasets 20%
• Large-Scale Optimization 20%
• Ultrasound Data 20%
• Deep Convolutional Neural Networks 20%

Engineering

• Inversion Method 40%
• Acoustic Image 20%
• Inversion Technique 20%