2009 Summer Project Week Slicer3 Fibre Dispersion

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Home < 2009 Summer Project Week Slicer3 Fibre Dispersion

Key Investigators

  • BWH: Peter Savadjiev, Carl-Fredrik Westin, Sylvain Bouix

Objective

We have developed a method (based on Teem) for computing geometrical properties of white matter fibres directly from diffusion tensor fields. This method is decribed in a paper that will appear in MICCAI 2009. The key idea is to isolate the portion of the gradient of the tensor field corresponding to local variation in tensor orientation, and to project it onto a coordinate frame of tensor eigenvectors. The resulting eigenframe-centered representation makes it possible to define scalar geometrical measures that describe the underlying white matter fibres, directly from the diffusion tensor field and its gradient, without requiring prior tractography. We define two new scalar measures of (1) fibre dispersion and (2) fibre curving, which are illustrated with various examples in our MICCAI paper.

Our code for computing these measures is already written in Python, and our objective is to create a new python module in Slicer3 that will make these tools available to the community.

This project is a continuation of our project from the January 2009 Project Week in Salt Lake City.


Approach, Plan

We will follow the standard procedure for creating Python modules for Slicer3.

Progress

Our method will be published in MICCAI 2009 and is already implemented in Python.