Difference between revisions of "Projects:DTIQuantitativeTractAnalysis"

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= DTI Quantitative Tract Analysis =
 
= DTI Quantitative Tract Analysis =
 
  
 
This project proposes a framework for quantitative analysis of DTI data.  The framework uses the full tensor information for statistical analysis using the affine-invariant Riemannian metric for defining operations such as interpolation and averaging on tensors.  Furtheremore, the results of tractography are used to provide a reference coordinate system the respresents the underlying structure of fiber bundles.  The tract modeling framework includes a model both of the geometry of the fiber bundle and of the diffusion properties along the bundle.  A new anisotropy measure called geodesic anisotropy (GA) is also included in the framework.
 
This project proposes a framework for quantitative analysis of DTI data.  The framework uses the full tensor information for statistical analysis using the affine-invariant Riemannian metric for defining operations such as interpolation and averaging on tensors.  Furtheremore, the results of tractography are used to provide a reference coordinate system the respresents the underlying structure of fiber bundles.  The tract modeling framework includes a model both of the geometry of the fiber bundle and of the diffusion properties along the bundle.  A new anisotropy measure called geodesic anisotropy (GA) is also included in the framework.

Revision as of 16:33, 12 December 2007

Home < Projects:DTIQuantitativeTractAnalysis
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DTI Quantitative Tract Analysis

This project proposes a framework for quantitative analysis of DTI data. The framework uses the full tensor information for statistical analysis using the affine-invariant Riemannian metric for defining operations such as interpolation and averaging on tensors. Furtheremore, the results of tractography are used to provide a reference coordinate system the respresents the underlying structure of fiber bundles. The tract modeling framework includes a model both of the geometry of the fiber bundle and of the diffusion properties along the bundle. A new anisotropy measure called geodesic anisotropy (GA) is also included in the framework.

Description

Fiber tracts colored with FA attributes

Corouge-tract-analysis-flowchart.jpg

Publications

NA-MIC Publications Database

Key Investigators

  • UNC: Isabelle Corouge, Casey Goodlett, Guido Gerig

Links

Project Week Results: Jun 2005