A New Brain Network Construction Paradigm for Brain Disorder Via Diffusion-Based Graph Contrastive Learning

Keyphrases

• Brain Disorders 100%
• Brain Networks 100%
• Network Construction 100%
• Diffusion-based 100%
• Graph Contrastive Learning 100%
• Brain Connections 37%
• Brain Regions 25%
• Disease Development 12%
• Deep Learning Model 12%
• Diffusion Process 12%
• Spatial Location 12%
• Learning Process 12%
• Construction Scheme 12%
• Disease Mechanisms 12%
• Parameter Selection 12%
• Contrastive Loss 12%
• Neuroscience Research 12%
• Brain Function 12%
• Classification Loss 12%
• Region-aware 12%
• Brain Network Analysis 12%
• Learning to Optimize 12%
• Node Graph 12%
• Predicting Diseases 12%
• Repeated Experiment 12%
• Weak Consistency 12%
• Redundant Connection 12%
• Subjective Parameters 12%
• Construction Tools 12%

Computer Science

• Graph Contrastive Learning 100%
• Traditional Method 50%
• Deep Learning Model 50%
• Learning Process 50%
• Diffusion Process 50%
• Interpretability 50%
• Contrastive Loss 50%
• Spatial Location 50%
• Development Stage 50%
• Tool Construction 50%

Neuroscience

• Brain Network 100%
• Brain Disease 100%
• Neuroscience 11%
• Individual Differences 11%
• Brain Function 11%