atlas-free-brain-network-transformer
CommunityAtlas-free brain network transformer from rs-fMRI.
Education & Research#transformer#neuroimaging#rs-fmri#individualized-parcellation#roi-to-voxel#brain-network-transformer
Authorhiyenwong
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Traditional atlas-based brain network analyses rely on fixed parcellations that can misalign with individual anatomy, reducing sensitivity to subject-specific patterns and hindering cross-subject comparability.
Core Features & Use Cases
- Atlas-free individualized parcellation derived directly from subject rs-fMRI data to minimize atlas bias.
- ROI-to-voxel connectivity features enabling transformer-based, subject-level embeddings.
- Suitable for downstream neuroimaging tasks such as cross-subject analysis, brain-age estimation, and biomarker discovery.
Quick Start
Provide subject-level embeddings from rs-fMRI data using atlas-free parcellation and ROI-to-voxel connectivity.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: atlas-free-brain-network-transformer Download link: https://github.com/hiyenwong/ai_collection/archive/main.zip#atlas-free-brain-network-transformer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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