MI$$^2$$ GAN: Generative Adversarial Network for Medical Image Domain Adaptation Using Mutual Information Constraint

Keyphrases

• Content Features 40%
• Cross-domain 20%
• Deep Learning Model 20%
• Deep Learning Network 20%
• Domain Adaptation 100%
• Domain Shift 20%
• Fundus Image 20%
• Generalization Performance 40%
• Generative Adversarial Networks 100%
• Image Content 20%
• Image Domain 100%
• Image Object 40%
• Image-to-image Translation 20%
• Information Constraints 100%
• Medical Image 100%
• Mi-2 100%
• Mutual Information 100%
• Network Approach 20%
• Optic Cup 20%
• Optic Disc 20%
• U-Net 20%

Engineering

• Deep Learning 100%
• Domain Information 50%
• Experimental Result 50%
• Image Content 50%
• Image Domain 100%
• Image Object 100%
• Medical Image 100%
• Mutual Information 100%
• Tasks 50%

Computer Science

• Deep Learning 20%
• Deep Learning Model 20%
• Domain Adaptation 100%
• Domain Information 20%
• Experimental Result 20%
• Generalization Performance 40%
• Generative Adversarial Networks 100%
• Image Content 20%
• Mutual Information 100%
• Potential Solution 20%
• U-Net 20%