Fiber Tractography

crossing fibers

Project Description

Our diffusion simulation tool (DIFSIM) is an environment for modeling and testing an entire diffusion MRI experiment. We model diffusion of water within complex geometric structures with properties similar to neural tissue, keeping track of the effects of the magnetic field gradients applied in a simulated diffusion MRI experiment, and report the resulting signal.

DIFSIM provides an environment for testing hypotheses about disease models (how changes to tissue structure or properties affect the signal), testing new pulse sequences (how different imaging techniques perform on model tissues), and developing new post-processing and analysis techniques (how the complex output can be represented in simple but meaningful ways).

With this powerful and flexible technology, we are able to model arbitrarily complex tissues represented by triangulated meshes and can vary characteristics such as concentrations and diffusion coefficients for different regions (allowing, e.g., distinct concentrations and diffusion coefficients for intraaxonal regions, myelin sheathing, and extraaxonal fiber path material).

Publications

Baxter GT, Frank LR. A computational model for diffusion weighted imaging of myelinated white matter. Neuroimage, 75C: 212-220, 2013.

Balls GT, Frank LR. A simulation environment for diffusion weighted MR experiments in complex media. Magn Reson Med, 62: 771-8, 2009.

Sources

Please follow this link to access git repository