DeepUCT: Complex cascaded deep learning network for improved ultrasound tomography

Keyphrases

• Iterative Methods 100%
• Ultrasound Tomography 100%
• Deep Learning Network 100%
• Image Reconstruction 66%
• Deep Learning 66%
• Full-waveform Inversion 66%
• Region of Interest 33%
• Computationally Expensive 33%
• Computation Time 33%
• Wave Equation 33%
• Optimization Problem 33%
• Measure Data 33%
• Forward Modeling 33%
• Optimization Scheme 33%
• Clinical Diagnosis 33%
• Phantom 33%
• Computational Burden 33%
• Inversion Method 33%
• Acoustic Properties 33%
• Ultrasound Computed Tomography 33%
• Time-image 33%
• Robustness to Noise 33%
• Spatial Image 33%
• Ill-posedness 33%
• Deep Learning Model 33%
• Acoustical Properties 33%
• Ultrasound Data 33%
• Map Knowledge 33%
• Medical Imaging Techniques 33%
• K-Wave 33%
• Radiation-free 33%

Engineering

• Image Reconstruction 50%
• Region of Interest 25%
• Simulation Result 25%
• Computational Time 25%
• Transducer 25%
• Measurement Data 25%
• Optimisation Problem 25%
• Sensor Data 25%
• Posedness 25%
• Inversion Method 25%
• Full-Waveform Inversion 25%

Computer Science

• Inversion Method 33%