Prior-SSL: A Thickness Distribution Prior and Uncertainty Guided Semi-supervised Learning Method for Choroidal Segmentation in OCT Images

Mathematics

• Semi-supervised Learning 100%
• Image Segmentation 85%
• Prior distribution 62%
• Supervised Learning 44%
• Segmentation 38%
• Uncertainty 26%
• Uncertainty Estimation 26%
• Ablation 25%
• Confidence Level 19%
• Performance 18%
• Prior Knowledge 18%
• Selection Procedures 17%
• Training 16%
• Assign 15%
• Branch 13%
• Regularization 13%
• Verify 12%
• Framework 9%

Engineering & Materials Science

• Semi-supervised learning 77%
• Image segmentation 59%
• Labels 53%
• Supervised learning 22%
• Uncertainty 19%
• Ablation 12%