Frequency-Mixed Single-Source Domain Generalization for Medical Image Segmentation

Keyphrases

• Image Segmentation 100%
• Single-source Domain Generalization 100%
• Segmentation Model 80%
• Medical Image Segmentation 40%
• Domain Generalization 40%
• Model Generalization 40%
• Segmentation Problem 20%
• Segmentation Algorithm 20%
• State-of-the-art Techniques 20%
• Deep Learning Model 20%
• Training Data 20%
• Promising Solutions 20%
• Source Domain 20%
• Data Domain 20%
• Frequency Spectrum 20%
• Domain Mismatch 20%
• Unseen 20%
• Mixed Frequency 20%
• Annotated Dataset 20%
• Domain Shift 20%
• Self-supervision 20%
• Clinical Scenarios 20%
• Context Representation 20%
• Efficient Deployment 20%
• Domain Augmentation 20%
• Multi-source Domains 20%
• Unseen Domain 20%

Computer Science

• Image Segmentation 100%
• Segmentation Model 100%
• Generalizability 50%
• Experimental Result 25%
• Annotation 25%
• segmentation algorithm 25%
• Training Data 25%
• Deep Learning Model 25%
• Segmentation Task 25%
• Data Domain 25%
• Frequency Spectrum 25%

Engineering

• Single Source 100%
• Medical Image Segmentation 33%
• Experimental Result 16%
• Tasks 16%
• Deep Learning 16%
• State-of-the-Art Method 16%
• Frequency Spectrum 16%