Anatomy-aware contrastive representation learning for fetal ultrasound

Keyphrases

• Contrastive Learning 100%
• Fetal Ultrasound 100%
• Contrastive Representation Learning 100%
• Visual Representation 42%
• Positive Pairs 28%
• ImageNet 28%
• Learning Methods 14%
• Medical Dataset 14%
• Ultrasound Scan 14%
• Paired Samples 14%
• Granularity 14%
• Superior Performance 14%
• Medical Data 14%
• Anatomical Features 14%
• Medical Image 14%
• Cross-domain 14%
• Learning Approaches 14%
• Segmentation Problem 14%
• Transfer Learning 14%
• Learning Representations 14%
• Imaging Task 14%
• Learning Framework 14%
• Similar Samples 14%
• Supervised Methods 14%
• Representation Learning 14%
• Class Differences 14%
• Downstream Task 14%
• Domain Segmentation 14%
• Fetal Ultrasound Imaging 14%

Computer Science

• Representation Learning 100%
• Contrastive Learning 100%
• Visual Representation 42%
• And-States 14%
• Superior Performance 14%
• Learning Approach 14%
• Transfer Learning 14%
• Granularity 14%
• Learning Framework 14%
• Supervised Method 14%
• Segmentation Task 14%
• Anatomical Characteristic 14%
• Meaningful Learning 14%