Learning-based deformable image registration: Effect of statistical mismatch between train and test images

Keyphrases

• Anatomical Data 33%
• Convolutional Neural Network 100%
• CT Images 33%
• Data Augmentation 33%
• Deformable Image Registration 100%
• First Order Statistics 33%
• Image Content 33%
• Image Noise 66%
• Image Statistics 33%
• Learning-based 100%
• Neural Network Method 33%
• Noise Dose 33%
• Noise Spectrum 33%
• Physics-based Method 33%
• Power Spectrum 33%
• Registration Error 33%
• Second-order Statistics 33%
• Simulated Images 33%
• Spatial Deformation 33%
• Spatial Resolution 66%
• Statistical Features 33%
• Statistical Mismatch 100%
• Statistical Properties 33%
• Target Registration Error 33%
• Training Data 66%
• Training Set 33%
• U-Net 33%

Computer Science

• Convolutional Neural Network 100%
• Data Augmentation 33%
• Image Content 33%
• Image Noise 66%
• Registration Error 66%
• Resolution Image 33%
• second order statistic 33%
• Simulated Image 33%
• Spatial Resolution 66%
• Statistical Property 33%
• Trained Network 66%
• Training Data 66%

Engineering

• Convolutional Neural Network 100%
• Image Content 33%
• Image Noise 66%
• Noise Spectra 33%
• Power Spectra 33%
• Resolution Image 33%
• Spatial Resolution 66%
• Statistical Characteristic 33%
• Statistical Property 33%
• Test Data 66%
• Test Image 100%