A fast and scalable method for quality assurance of deformable image registration on lung CT scans using convolutional neural networks

Keyphrases

• Computed Tomography 100%
• Quality Assurance 100%
• Scalable Methods 100%
• Deformable Image Registration 100%
• Registration Error 100%
• Convolutional Neural Network 100%
• Lung Computed Tomography 100%
• Fast Method 100%
• Error Index 60%
• Deep Learning Methods 20%
• Confidence Level 20%
• Training Data 20%
• Automatically Identify 20%
• Training Model 20%
• Machine Learning Models 20%
• Model-based Testing 20%
• Training Image 20%
• Training Design 20%
• ROC-AUC 20%
• Three-dimensional Convolutional Neural Network 20%
• Testing Design 20%
• Convolutional Neural Network Architecture 20%
• Combined Standard Uncertainty 20%
• Image Registration Error 20%

Computer Science

• Registration Error 100%
• Scalable Method 100%
• Convolutional Neural Network 100%
• Quality Management 100%
• Simulated Data 16%
• Training Data 16%
• Training Model 16%
• Training Image 16%
• Neural Network Architecture 16%
• Challenging Scenario 16%
• Confidence Level 16%
• Machine Learning 16%
• Learning System 16%
• Deep Learning Method 16%

Engineering

• Index Error 100%
• Convolutional Neural Network 100%
• Metrics 33%
• Simulated Data 33%
• Confidence Level 33%
• Test Data 33%
• Neural Network Architecture 33%
• Test Dataset 33%
• Limited Number 33%
• Deep Learning Method 33%
• Learning System 33%