Deep-Learning Estimation of Perfusion Kinetic Parameters in Contrast-Enhanced Ultrasound Imaging

Keyphrases

• Contrast-enhanced Ultrasound 100%
• Deep Learning 100%
• Perfusion Kinetics 100%
• Kinetic Parameters 100%
• Deep Convolutional Neural Network (deep CNN) 75%
• Nonlinear Least Squares 75%
• Ultrasound Data 50%
• Parameter Estimation 50%
• Residual Sum of Squares 50%
• Experimental Contrast 50%
• Low Signal-to-noise Ratio 25%
• Perfusion Pattern 25%
• Ultrasound 25%
• Imaging Techniques 25%
• Sensitive Imaging 25%
• Arthritis 25%
• Vascular Function 25%
• Nonlinearity 25%
• Perfusion Parameters 25%
• In Cancer 25%
• Blood Tissue 25%
• Maximum Likelihood 25%
• Nonlinear Parametric Model 25%
• Goodness-of-fit 25%
• Likelihood-free 25%
• Blood Perfusion 25%
• Free Energy 25%
• Fitting Method 25%

Pharmacology, Toxicology and Pharmaceutical Science

• Malignant Neoplasm 100%
• Arthritis 100%