ECSU-Net: An embedded clustering sliced U-Net coupled with fusing strategy for efficient intervertebral disc segmentation and classification

Keyphrases

• 2D Segmentation 16%
• Anatomic 16%
• Automatic Segmentation 16%
• Classical Learning 16%
• Classification Accuracy 16%
• Clustering Approach 16%
• Coarse Segmentation 16%
• Computational Resources 16%
• Computed Tomography Images 33%
• Computer-based 16%
• Control Component 16%
• Deep Learning Methods 16%
• Dice Score 16%
• Discriminative Loss Function 16%
• Embedding Clustering 100%
• Embedding Space 33%
• Fusion Module 16%
• Fusion Strategy 16%
• Instance Embedding 16%
• Intervertebral Disc 33%
• Intervertebral Disc Segmentation 100%
• Net Use 16%
• Network Algorithms 16%
• Neural Network 16%
• Spine 33%
• Support System 16%
• Time Resources 16%
• U-Net 100%
• Vertebrae 83%
• Vertebrae Segmentation 16%
• Weight Control 16%

Computer Science

• Automatic Segmentation 16%
• Classification Accuracy 16%
• clustering approach 16%
• Deep Learning Method 16%
• Embedding Space 33%
• Neural Network 16%
• Subnet 16%
• U-Net 100%