Skin Lesion Segmentation Based on Vision Transformers and Convolutional Neural Networks—A Comparative Study

Engineering

• Image Classification 100%
• Deep Learning 100%
• Medical Image 50%
• Image Domain 50%
• Early Stage 50%
• Similarities 50%
• Technological Advance 50%
• Convolutional Neural Network 50%
• Segmentation Method 50%
• Natural Image 50%
• Tasks 50%
• Image Analysis 50%

Computer Science

• Lesion Segmentation 100%
• Vision Transformer 100%
• Image Classification 50%
• Medical Imaging 50%
• Image Segmentation 50%
• Spatial Relation 50%
• Network Architecture 25%
• Benchmarking 25%
• Deep Learning 25%
• Image Analysis 25%
• U-Net 25%
• Deep Learning 25%
• Segmentation Method 25%
• Convolutional Neural Network 25%
• Technological Advance 25%

Keyphrases

• Skin Lesion Segmentation 100%
• Vision Transformer 100%
• Localization Information 50%
• Skin Lesions 50%
• Skin Lesion Classification 25%
• Skin Lesion Images 25%
• TransUNet 25%
• Dice Coefficient 25%