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Advanced Tab Overview

The Advanced tab provides access to powerful features that extend Volvicon's core capabilities. These tools enable automation through scripting, leverage artificial intelligence for complex segmentation tasks, and provide specialized plugins for domain-specific workflows.

Tab Sections​

The Advanced tab is organized into the following sections:

Scripting​

ToolDescription
ScriptingOpen the Python scripting editor to write and execute automation scripts using the Volvicon API

AI​

ToolDescription
AI SegmentationAccess AI-powered segmentation tools including TotalSegmentator, nnU-Net, MONAI, and Cellpose-SAM frameworks

Plugins​

ToolDescription
PluginsAccess specialized extension modules for advanced imaging workflows

Scripting​

The Scripting section provides access to Volvicon's Python scripting environment. With scripting, you can:

  • Automate repetitive tasks and batch processing
  • Create custom processing pipelines
  • Integrate with external tools and data sources
  • Build reproducible analysis workflows

The scripting editor includes code templates, syntax highlighting, and an integrated console for immediate feedback. See Scripting for details.

AI Segmentation​

The AI section leverages state-of-the-art deep learning frameworks for automated medical image segmentation:

  • TotalSegmentator: Comprehensive whole-body CT segmentation with 100+ anatomical structures
  • nnU-Net: Self-configuring deep learning framework adaptable to various imaging tasks
  • MONAI: Medical Open Network for AI with extensive pre-trained models
  • Cellpose-SAM: General-purpose instance segmentation for cells, nuclei, and densely packed objects

These tools dramatically reduce manual segmentation time while maintaining high accuracy. See AI Segmentation for installation and usage instructions.

Research Use Only

AI segmentation tools are intended for research purposes only and are not approved for clinical or diagnostic use. Results should always be reviewed and validated by qualified professionals.

Plugins​

The Plugins section provides access to specialized extension modules that add domain-specific functionality:

PluginDescription
Cone Beam ReconstructionReconstruct 3D volumes from cone-beam CT projection data using filtered back-projection algorithms

Plugins are modular components that can be independently updated and configured. See Plugins Overview for the complete list of available plugins.

Use Cases​

Research Automation​

Combine scripting with AI segmentation to create fully automated analysis pipelines:

  1. Load DICOM series using scripting API
  2. Apply AI segmentation for anatomical structure identification
  3. Perform measurements and analysis
  4. Export results to spreadsheets or databases

Industrial CT Workflows​

Use the Cone Beam Reconstruction plugin for non-destructive testing:

  1. Import projection data from industrial CT scanners
  2. Reconstruct 3D volumes with optimized parameters
  3. Apply segmentation and analysis tools
  4. Generate inspection reports

Custom Processing​

Develop specialized tools using the scripting API:

  1. Create custom algorithms in Python
  2. Access Volvicon's processing functions
  3. Build reusable templates
  4. Share scripts with team members