Automatic Hand Skeletal Shape Estimation from Radiographs

Engineering

• Joints (Structural Components) 100%
• Random Field 100%
• Level Feature 100%
• Progression 50%
• Induced Deformation 50%
• Final Shape 50%
• Radiologist 50%
• Potential Function 50%
• Manual Process 50%
• Convolutional Neural Network 50%

Computer Science

• Large Data Set 100%
• Conditional Random Field 100%
• Relative Contribution 50%
• Deep Convolutional Neural Networks 50%
• Shape Inference 50%
• Fully Automated Approach 50%
• Manual Process 50%
• Disease Progression 50%
• Potential Function 50%

Material Science

• X Ray Film 100%