Construction of Quantitative Indexes for Cataract Surgery Evaluation Based on Deep Learning

Keyphrases

• Deep Learning 100%
• Cataract Surgery 100%
• Incision 100%
• Evaluation Indicator 100%
• Quantitative Index 100%
• U-Net 66%
• Evaluation Index 66%
• Keratome 66%
• Surgical Skills 66%
• Ophthalmology 33%
• Deep Learning Methods 33%
• Accurate Evaluation 33%
• Operative 33%
• Size-and-shape 33%
• Eye Movements 33%
• Surgical Instruments 33%
• Video Recording 33%
• Objective Evaluation 33%
• Learning Curve 33%
• Phacoemulsification 33%
• Relative Trajectory 33%
• Tool Trajectory 33%
• Competency Assessment 33%
• Visual Characteristics 33%
• Pupil Shape 33%
• Incision Size 33%
• Expert Surgeon 33%
• Assessment Rubrics 33%
• Tip Position 33%

Computer Science

• Deep Learning 100%
• Evaluation Index 100%
• Residual Neural Network 50%
• Deep Learning Technique 50%
• Video Recording 50%
• Learning Curve 50%
• Reference Point 50%
• Visual Characteristic 50%
• Relative Motion 50%

Medicine and Dentistry

• Incision 100%
• Cataract Surgery 100%
• Surgeon 25%
• Ophthalmology 25%
• Surgical Instrument 25%
• Phacoemulsification 25%
• Learning Curve 25%
• Eye Movement 25%