A Comparative Analysis of U-Net and Vision Transformer Architectures in Semi-Supervised Prostate Zonal Segmentation

Keyphrases

• Comparative Analysis 100%
• Prostate 100%
• U-Net 100%
• Prostate Zonal Segmentation 100%
• Vision Transformers Architecture 100%
• Uncertainty-aware 57%
• Mean-teacher 42%
• Medical Image Segmentation 28%
• Region Segmentation 28%
• Semi-supervised Method 28%
• Vision Transformer 28%
• Temporal Self 28%
• Interpolation Consistency 28%
• Consistency Training 28%
• Prostate Segmentation 28%
• Prediction Rate 14%
• Medical Imaging 14%
• Accurate Segmentation 14%
• Segmentation Accuracy 14%
• Segmentation Problem 14%
• Semi-supervised Segmentation 14%
• Limited Labeled Data 14%
• Segmentation Network 14%
• Precise Segmentation 14%
• Transformer Architecture 14%
• Semi-supervision 14%
• Entropy Minimization 14%
• Cross Pseudo Supervision 14%
• Network Uncertainty 14%

Computer Science

• U-Net 100%
• Comparative Analysis 100%
• Vision Transformer 100%
• Image Segmentation 50%
• Semisupervised Learning 50%
• segmentation accuracy 25%
• Medical Imaging 25%
• Positive Prediction 25%
• Segmentation Task 25%
• Network Segmentation 25%
• Limited Labeled Data 25%

Engineering

• Medical Image Segmentation 100%
• Comparative Analysis 100%