Image Synthesis-Based Late Stage Cancer Augmentation and Semi-supervised Segmentation for MRI Rectal Cancer Staging

Mathematics

• Segmentation 100%
• Augmentation 97%
• Cancer 85%
• Synthesis 74%
• Semi-supervised Learning 18%
• Annotation 16%
• Data Augmentation 15%
• Invasion 14%
• Specificity 14%
• Skills 13%
• Ablation 9%
• Shortage 7%
• Pixel 7%
• Mortality 6%
• Baseline 6%
• Training 6%
• Truth 6%
• Diagnostics 5%
• Predict 5%
• Inclusion 4%
• Prediction 4%
• Simulation 3%
• Relationships 3%
• Model 1%

Engineering & Materials Science

• Labels 70%
• Semi-supervised learning 50%
• Oncology 27%
• Ablation 25%
• Large dataset 22%
• Magnetic resonance imaging 21%
• Pixels 15%