Difference between revisions of "DBP2:UNC:Local Cortical Thickness Pipeline"

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Line 14: Line 14:
 
:* '''1. Tissue segmentation'''
 
:* '''1. Tissue segmentation'''
 
:** Tool: itkEMS (UNC Slicer3 external module)
 
:** Tool: itkEMS (UNC Slicer3 external module)
:* '''2. Skull stripping'''
+
:* '''2. Atlas-based ROI segmentation:''' subcortical structures, lateral ventricles, cerebellum
:** Tool: SegPostProcess (UNC Slicer3 external module)
+
:** 2.1 Deformable registration of T1-weighted pediatric atlas
:* '''3. Atlas-based structures segmentation:''' subcortical structures, cerebellum, lateral ventricles
 
:** 3.1 Deformable registration of T1-weighted pediatric atlas
 
 
:***Tool: RegisterImages (Slicer3 module)
 
:***Tool: RegisterImages (Slicer3 module)
:** 3.2. Applying transformations to the structures
+
:** 2.2. Applying transformations to the structures
 
:*** Tool: ResampleVolume2 (Slicer3 module)
 
:*** Tool: ResampleVolume2 (Slicer3 module)
:* '''4. White matter and White+Gray matter volumes creation'''
+
:* '''3. White matter map and gray matter map images creation'''
 
:** Tool: ImageMath
 
:** Tool: ImageMath
:* '''5. Genus zero images and surfaces creation'''
+
:* '''4. Genus zero images and surfaces creation'''
 
:** Tool: GenusZeroImageFilter (UNC Slicer3 external module)
 
:** Tool: GenusZeroImageFilter (UNC Slicer3 external module)
:* '''6. Label map creation'''
+
:* '''5. Label map creation'''
 
:** Tool: ImageMath
 
:** Tool: ImageMath
:* '''7. Laplacian cortical thickness'''
+
:* '''6. Laplacian cortical thickness'''
 
:** Tool: measureThicknessFilter (UNC Slicer3 external module)
 
:** Tool: measureThicknessFilter (UNC Slicer3 external module)
:* '''8. Cortical thickness information on genus zero surface'''
+
:* '''7. Cortical thickness information on genus zero surface'''
 
:** Tool: MeshCortThick
 
:** Tool: MeshCortThick
:* '''9. Cortical Surface inflation'''
+
:* '''8. Cortical Surface inflation'''
 
:** Tool: needs to be developped
 
:** Tool: needs to be developped
:* '''10. Cortical correspondence on inflated surface'''
+
:* '''9. Cortical correspondence on inflated surface'''
 
:** Tool: UNC Slicer3 external module
 
:** Tool: UNC Slicer3 external module
  

Revision as of 21:15, 19 August 2008

Home < DBP2:UNC:Local Cortical Thickness Pipeline

Back to UNC Cortical Thickness Roadmap


Objective

We would like to create an end-to-end application within Slicer3 allowing individual and group analysis of local cortical thickness.

General information

Pipeline description (steps)

Input: T1-weighted image, T2-weighted image, PD-weighted image

  • 1. Tissue segmentation
    • Tool: itkEMS (UNC Slicer3 external module)
  • 2. Atlas-based ROI segmentation: subcortical structures, lateral ventricles, cerebellum
    • 2.1 Deformable registration of T1-weighted pediatric atlas
      • Tool: RegisterImages (Slicer3 module)
    • 2.2. Applying transformations to the structures
      • Tool: ResampleVolume2 (Slicer3 module)
  • 3. White matter map and gray matter map images creation
    • Tool: ImageMath
  • 4. Genus zero images and surfaces creation
    • Tool: GenusZeroImageFilter (UNC Slicer3 external module)
  • 5. Label map creation
    • Tool: ImageMath
  • 6. Laplacian cortical thickness
    • Tool: measureThicknessFilter (UNC Slicer3 external module)
  • 7. Cortical thickness information on genus zero surface
    • Tool: MeshCortThick
  • 8. Cortical Surface inflation
    • Tool: needs to be developped
  • 9. Cortical correspondence on inflated surface
    • Tool: UNC Slicer3 external module

Usage (Command Line)

needs to be done


Analysis on a small pediatric dataset

needs to be done

In progress

  • Genus zero images and surfaces improvement
  • Cortical surface inflation (reading litterature)

Future work

  • UNC Slicer3 external modules available on NITRIC
  • Workflow for individual analysis (Slicer3 external module using BatchMake)
  • Workflow for group analysis