Brain graph super-resolution using adversarial graph neural network with application to functional brain connectivity

Keyphrases

• Adversarial Regularization 16%
• Aggregation Rules 16%
• Anatomical Location 16%
• Automatically Generate 16%
• Brain Graph 100%
• Brain MRI 16%
• Brain Regions 16%
• Connectivity Strength 16%
• Convolutional Layer 16%
• Domain Shift 16%
• Embedding Learning 16%
• Euclidean Graphs 16%
• Feature Embedding 33%
• First-ever 16%
• FMRI Analysis 16%
• Functional Brain Connectivity 100%
• GitHub 16%
• Graph Convolutional Network 16%
• Graph Embedding 16%
• Graph Spectral Theory 16%
• Graph Structure 33%
• Graph Super-resolution 100%
• Graph Topology 16%
• High-resolution 83%
• Image Super-resolution 16%
• Learning Task 16%
• Network Framework 16%
• Neuroimaging 16%
• Node Attributes 16%
• Node Contents 16%
• Node Embedding 33%
• Node Features 33%
• Non-Euclidean 16%
• Pairwise Connectivity 16%
• Problem Resolution 16%
• Rapid Development 16%
• Region of Interest 33%
• Resolution Graph 16%
• Rule-based 16%
• Stochastic Graph Neural Network 100%
• Two-graph 16%
• U-Net 50%

Computer Science

• Graph Convolutional Network 16%
• Graph Neural Network 100%
• Image Analysis 16%
• Network Layer 16%
• Node Embedding 33%
• Rapid Development 16%
• Regularization 16%
• Resolution Layer 16%
• super resolution 100%
• Topology Graph 16%
• U-Net 50%