Structure-Oriented Transformer for retinal diseases grading from OCT images

Keyphrases

• Retinal Diseases 100%
• Disease Score 100%
• Transformer 100%
• OCT Images 100%
• Structure-oriented 100%
• Retina 80%
• Token 40%
• Neovascular Age-related Macular Degeneration (nAMD) 40%
• Publicly Available 20%
• State-of-the-art Techniques 20%
• Convolutional Neural Network 20%
• Clinical Datasets 20%
• Self-attention Mechanism 20%
• Besides to 20%
• Transfer Learning 20%
• Early Intervention 20%
• Work-based 20%
• Long-range Dependence 20%
• Disease Dataset 20%
• Design Structure 20%
• Vision Transformer 20%
• Oriented Filter 20%
• Feature Patch 20%
• Local Lesions 20%
• Therapeutic Schedule 20%
• Model-oriented 20%
• Transformer Component 20%
• Locality Structure 20%
• Transformer Framework 20%

Computer Science

• Convolutional Neural Network 100%
• Self-Attention Mechanism 100%
• Transfer Learning 100%
• Vision Transformer 100%
• Range Dependency 100%

Neuroscience

• Retinal Disease 100%
• Age-Related Macular Degeneration 40%
• Neural Network 20%