FA4SANS-GAN: A Novel Machine Learning Generative Adversarial Network to Further Understand Ophthalmic Changes in Spaceflight Associated Neuro-Ocular Syndrome (SANS)

Keyphrases

• Machine Learning 100%
• Spaceflight Associated Neuro-ocular Syndrome 100%
• Generative Adversarial Networks 100%
• Novel Machine 100%
• Ophthalmic Changes 100%
• Fluorescein Angiography 50%
• Color Fundus Image 41%
• Angiographic Images 33%
• Pix2Pix 33%
• Biological Markers 16%
• Network Architecture 16%
• Fundus Angiography 16%
• Network Synthesis 16%
• Publicly Available 8%
• Automated System 8%
• Financial Disclosure 8%
• Statistical Significance 8%
• Diabetic Retinopathy 8%
• Structural Information 8%
• Spaceflight 8%
• Fluorescein 8%
• Proprietary Interest 8%
• Commercial Interests 8%
• International Space Station 8%
• Welch's T-test 8%
• Diabetic Control 8%
• Conditional Generative Adversarial Network (cGAN) 8%
• Mean Kernel 8%
• Fluorescein Dye 8%
• Syndrome Detection 8%

Engineering

• Spaceflight 100%
• Learning System 100%
• Metrics 50%
• Gyrators 50%
• Sided Test 50%
• Multiscale 25%
• Future Application 25%
• Space Station 25%
• Automated System 25%
• Outcome Measure 25%
• Design Development 25%
• Discriminator 25%
• Limited Amount 25%

Medicine and Dentistry

• Agents Acting on the Eye 100%
• Fluorescein Angiography 100%
• Photograph 33%
• Fluorescein 33%
• Biological Marker 33%
• Diabetic Retinopathy 16%
• Student T Test 16%