2008 Summer Project Week:Nonlinear transforms

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Scatter plot of the original FA data through the genu of the corpus callosum of a normal brain.

Regression of FA data; solid line represents the mean and dotted lines the standard deviation.

Key Investigators

• GE Research: Jim Miller, Bess Lee
• Isomics: Steve Pieper, Alex Y.

Objective

Extend Slicer's suite of transformations to include nonlinear transformations (B-spline, deformation grids) in the MRML scene, visualization pipeline, and command line modules.

Approach, Plan

• Develop new MRML nodes and MRML storage nodes for B-splines and deformation grids.
  • vtkITK wrapper around ITK classes
• Add attribute to transform nodes to indicate whether they represent a "Transform to World/Parent" or "Transform from World/Parent"
• Extend visualization system for "Transform to World/Parent" or "Transform from World/Parent"
• Extend command line modules to annotate a transformation as a "Transform to World/Parent" or "Transform from World/Parent"

Progress

• MRML nodes and storage nodes for B-spline and deformation grids done.