Automatic CNN-based 3D/2D non-rigid registration platform for fast 3D femur reconstruction and clinical 3D measurements from Bi-planar radiographs

Keyphrases

• Non-rigid Registration 100%
• CNN-based 100%
• Biplanar Radiographs 100%
• Clinical 3D Measurements 100%
• Femoral Reconstruction 100%
• Clinical Measurement 60%
• Moving Least Squares 60%
• Femur 40%
• Femur Model 40%
• Mean Standard Deviation 40%
• Displacement Estimation 40%
• CNN Cascade 40%
• Validation Set 20%
• Radiograph 20%
• Tibia 20%
• Shape Deformation 20%
• Principal Coordinate Analysis (PCoA) 20%
• Manual Annotation 20%
• Ratio Estimation 20%
• Computed Tomography 20%
• Mean Absolute Error 20%
• Biplanar 20%
• Root Mean Square 20%
• Registration Method 20%
• Pose Estimation 20%
• Semi-automatic Method 20%
• Square Shape 20%
• Surface Distance 20%
• 3D Registration 20%
• 3D Displacement 20%
• As-rigid-as-possible Deformation 20%
• New Patients 20%
• Scale Ratio 20%
• Scale Estimation 20%
• 2D Similarity 20%
• 3D Shape Deformation 20%
• Fast 3D Reconstruction 20%
• User Intervention 20%
• Proposed CNN 20%
• Similarity Registration 20%

Computer Science

• Convolutional Neural Network 100%
• nonrigid registration 100%
• Least Squares Method 42%
• Validation Set 14%
• Annotation 14%
• Mean Absolute Error 14%
• Component Analysis 14%
• Principal Component 14%
• Pose Estimation 14%
• 3d Reconstruction 14%
• Scale Deformation 14%
• Computer Assisted Tomography 14%
• Computerized Tomography 14%

Earth and Planetary Sciences

• Standard Deviation 100%
• Tomography 50%
• Principal Component Analysis 50%
• Scale (Ratio) 50%