Fundus photograph-based cataract evaluation network using deep learning

Keyphrases

• Cataract 100%
• Fundus Image 100%
• Deep Learning 100%
• Evaluation Network 100%
• Dual-stream 30%
• Kappa Coefficient 20%
• Severity Grading 20%
• F1 Score 20%
• Cataract Classification 20%
• Artificial Intelligence 10%
• Lens Opacity 10%
• Cortical Cataract 10%
• Posterior Capsular Opacification 10%
• Nuclear Cataract 10%
• Ophthalmologist 10%
• Classification Performance 10%
• Network Method 10%
• Fundus 10%
• Grade Estimation 10%
• Image Features 10%
• Slit Lamp 10%
• Retro 10%
• Image Capture 10%
• Color Fundus Image 10%
• Retinal Vascular Network 10%
• Cataract Grading 10%
• Classification Task 10%
• Colour Photographs 10%
• Gradient-weighted Class Activation Mapping (Grad-CAM) 10%
• Visualization Technology 10%
• Cataract Type 10%
• Information Entropy 10%
• Beijing Eye Study 10%

Agricultural and Biological Sciences

• Deep Learning Method 100%
• Artificial Intelligence 50%
• Lamp 50%
• Computer Aided Manufacturing 50%

Medicine and Dentistry

• Cataract 100%
• Photograph 100%
• Kappa Statistic 12%
• Subcapsular Cataract 6%
• Artificial Intelligence 6%