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alps-qc-vision-reviewer

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Automated vision QC for ALPS DTI figures and ROI consistency.

Content & Communication#artifacts#visual analysis#DTI#QC#neuroimaging#image review
Authorpvaldeshernandez
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill enables accurate visual quality control of ALPS DTI QC figures by analyzing images for normalization issues, artifacts, and anatomical alignment errors that are difficult to detect numerically.

Core Features & Use Cases

  • Visual QC Assessment: Review and classify session images for normalization, artifact presence, and ROI placement accuracy.
  • Failure Mode Detection: Identify problems like y_drift, noisy DWI, or boundary artifacts through visual cues.
  • Use Case: When a researcher receives large batches of DTI QC images, this Skill helps quickly flag sessions with potential issues for further human review, improving QC reliability.

Quick Start

Invoke this Skill to review ALPS QC figures by selecting sessions with high Mahalanobis distance for detailed inspection.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 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: alps-qc-vision-reviewer
Download link: https://github.com/pvaldeshernandez/claude-tools/archive/main.zip#alps-qc-vision-reviewer

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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