brain-graph-augmentation-template
CommunityCBT-based brain graph augmentation for one-shot.
Authorhiyenwong
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables data scientists to generate diverse brain-graph augmentations from a single population template to improve one-shot learning classification.
Core Features & Use Cases
- CBT-based template generation to capture group-level biomarkers.
- GraphGAN-based augmentation to diversify brain graphs while preserving topology.
- Use Case: enhance Alzheimer's-related brain graph classifications with limited data.
Quick Start
Generate augmented brain-graph samples from a single CBT template using GraphGAN to improve one-shot disease classification.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: brain-graph-augmentation-template Download link: https://github.com/hiyenwong/ai_collection/archive/main.zip#brain-graph-augmentation-template Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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