Understanding How Fundus Image Quality Degradation Affects CNN-based Diagnosis

Engineering

• Convolutional Neural Network 100%
• Transmissions 50%
• Degraded Image 50%
• Model Diagnosis 50%
• Clinical Environment 25%

Physics

• Convolutional Neural Network 100%
• Light Transmission 50%

Neuroscience

• Diabetic Retinopathy 50%