Self-Supervised Learning for Organs At Risk and Tumor Segmentation with Uncertainty Quantification

Keyphrases

• Uncertainty Quantification 100%
• Self-supervised Learning 100%
• Tumor Segmentation 100%
• Organ at Risk Segmentation 100%
• Semi-supervised Training 100%
• Training Approaches 50%
• U-Net 50%
• Monte Carlo 50%
• Voxel-wise 50%
• Fully Supervised Learning 50%
• Transformer 50%
• Gross Tumor Volume 50%
• Large-scale Annotation 50%
• Transformer-based 50%
• Dropout Technique 50%
• Organ Boundary 50%
• Swin 50%
• Annotation Cost 50%
• Monte Carlo Dropout 50%

Computer Science

• Tumor Segmentation 100%
• Self-Supervised Learning 100%
• Supervised Learning 50%
• Annotation 50%
• U-Net 50%