Deep unfolding architecture for MRI reconstruction enhanced by adaptive noise maps

Keyphrases

• Noise Level 100%
• Parameter Adaptation 100%
• Noise Map 100%
• Magnetic Resonance Image Reconstruction 100%
• Adaptive Noise 100%
• Deep Unfolding 100%
• Performance Metrics 50%
• Network Performance 50%
• Deep Model 50%
• T-test 50%
• Additional Inputs 50%
• ANOVA Method 50%
• Promising Solutions 50%
• Regularizer 50%
• Reconstruction Time 50%
• Adaptivity 50%
• Reconstruction Problem 50%
• Reconstructed Image Quality 50%
• Training Step 50%
• Iterative Thresholding 50%
• Zero-filling 50%
• Unfolding Model 50%
• One-way ANOVA 50%
• Image Restoration Problem 50%
• Reconstruction Model 50%
• MR Image Reconstruction 50%
• Image Manipulation 50%
• Deep Network 50%

Computer Science

• Image Reconstruction 100%
• Adaptive Parameter 66%
• Image Quality 33%
• Network Performance 33%
• Reconstructed Image 33%
• Performance Metric 33%
• Reconstruction Problem 33%
• Image Restoration Problem 33%
• Image Manipulation 33%
• Reconstruction Result 33%

Engineering

• Image Reconstruction 100%
• Noise Level 66%
• Metrics 33%
• Specifies 33%
• Statistical Difference 33%
• Reconstructed Image 33%
• Reconstruction Problem 33%
• Image Restoration Problem 33%