A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation

Keyphrases

• Student Performance 100%
• Neural Network System 100%
• Cascade Neural Network 100%
• Surgical Knot 100%
• Knot Tying 100%
• Precision Score 75%
• Training Video 50%
• F1 Score 50%
• Medical Students 50%
• Medical Residents 50%
• Operating Room 25%
• Neural Network Architecture 25%
• Probability Threshold 25%
• Feature Vector 25%
• Operation Cost 25%
• Video Frames 25%
• Operative Time 25%
• Image Frame 25%
• Temporal Networks 25%
• Precision-recall 25%
• Margin of Error 25%
• Deep Convolutional Network 25%
• Recall Score 25%
• 5-fold Cross Validation 25%
• Surgical Faculty 25%

Computer Science

• Neural Network 100%
• Video Training 100%
• Neural Network Architecture 50%
• Probability Threshold 50%
• Feature Vector 50%
• Fold Cross Validation 50%
• Practical Solution 50%
• Convolutional Network 50%