A multimodal transformer to fuse images and metadata for skin disease classification

Keyphrases

• Skin Diseases 100%
• Multimodal Transformer 100%
• Skin Disease Classification 100%
• Decoder 33%
• Image Metadata 33%
• Neural Network 16%
• Disease Case 16%
• Image Features 16%
• Deep Learning 16%
• State-of-the-art Techniques 16%
• Encoder 16%
• Challenging Tasks 16%
• Benchmark Dataset 16%
• Model Effectiveness 16%
• Disease Dataset 16%
• Clinical Metadata 16%
• Multimodal Information 16%
• Skin Lesion Diagnosis 16%
• Metadata Features 16%
• Vision Transformer Model 16%
• Attention Block 16%
• Disease Image 16%
• Mutual Attention 16%
• Soft Labels 16%
• Label Encoder 16%
• ISIC 2018 16%

Computer Science

• Multimodal Transformer 100%
• Neural Network 50%
• image feature 50%
• Vision Transformer 50%
• Deep Feature 50%
• Multimodal Information 50%
• Deep Learning Method 50%
• Coder 50%
• Transformer Model 50%