ViT-FRD: A Vision Transformer Model for Cardiac MRI Image Segmentation Based on Feature Recombination Distillation

Keyphrases

• Distillation 100%
• Segmentation-based 100%
• Cardiac MRI Images 100%
• Vision Transformer Model 100%
• MRI Segmentation 100%
• Convolutional Neural Network 42%
• Heart Disease 28%
• Training Effectiveness 28%
• Performance Prediction 14%
• Segmentation Model 14%
• Disease Diagnosis 14%
• Effective Treatment 14%
• Early Diagnosis 14%
• Cardiac Disease 14%
• Magnetic Resonance Imaging Analysis 14%
• Medical Imaging 14%
• Accurate Diagnosis 14%
• Knowledge Refinement 14%
• Deep Learning 14%
• Training Procedure 14%
• Cardiac Magnetic Resonance Imaging (cMRI) 14%
• Teacher Model 14%
• MRI Imaging 14%
• Distillation Loss 14%
• Computer-aided Diagnostic System 14%
• Performance Booster 14%
• Cardiac Structure Segmentation 14%
• Student Model 14%
• Model Limit 14%
• Image Dataset 14%
• Timely Diagnosis 14%

Computer Science

• Image Segmentation 100%
• Vision Transformer 100%
• Transformer Model 100%
• Convolutional Neural Network 42%
• Segmentation Model 14%
• Medical Imaging 14%
• Prediction Performance 14%
• Diagnostic System 14%
• Baseline Model 14%
• Deep Learning Method 14%

Chemical Engineering

• Neural Network 100%
• Deep Learning Method 33%