Neuroimaging Power Guide
CommunityPlan robust fMRI power with benchmarks.
AuthorHaoxuanLiTHUAI
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Planning and powering neuroimaging studies is complex due to multiple comparisons, variable reliability, and design-dependent effect sizes. This guide provides domain-specific benchmarks and a structured workflow to plan study power for fMRI and EEG.
Core Features & Use Cases
- Power benchmarks for common designs including within-subject fMRI activation, between-group comparisons, ROI analyses, and ERP studies.
- Simulation-based and literature-based approaches (e.g., fMRIpower, NeuroPowerTools) to estimate required N under various correction methods.
- Practical workflows: from pilot data and literature estimates to transparent reporting in grants and manuscripts.
Quick Start
Provide a sample-size estimate for a whole-brain fMRI study given pilot activation maps and the desired power.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
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Please help me install this Skill: Name: Neuroimaging Power Guide Download link: https://github.com/HaoxuanLiTHUAI/awesome_cognitive_and_neuroscience_skills/archive/main.zip#neuroimaging-power-guide Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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