Unsupervised Lesion-Aware Transfer Learning for Diabetic Retinopathy Grading in Ultra-Wide-Field Fundus Photography

Keyphrases

• Diabetic Retinopathy Grading 100%
• Transfer Learning 100%
• Retinopathy 100%
• Wide-field Fundus Photography 100%
• Ultra-high Field 60%
• Wide-field Imaging 40%
• Popular 20%
• Pixel Level 20%
• Eye Diseases 20%
• Effective Tool 20%
• Diabetic Retinopathy 20%
• State-of-the-art Techniques 20%
• Deep Learning Model 20%
• Image Level 20%
• Decision-making Process 20%
• Learning Framework 20%
• Ophthalmologist 20%
• Color Fundus Image 20%
• Manual Annotation 20%
• Attention Module 20%
• Viewpoint Image 20%
• Image pixels 20%
• Data Annotation 20%
• Robust Deep Learning 20%
• Lesion Characteristics 20%
• External Focus 20%
• Associated Lesions 20%
• Color Fundus Photography 20%
• Clinical Identification 20%
• Advanced Imaging 20%

Computer Science

• Annotation 100%
• Transfer Learning 100%
• Experimental Result 50%
• Decision-Making 50%
• Learning Framework 50%
• Deep Learning Model 50%
• Research Community 50%