PASTA: Pointwise assessment of streamline tractography attributes
Open Access
- 19 May 2005
- journal article
- research article
- Published by Wiley in Magnetic Resonance in Medicine
- Vol. 53 (6) , 1462-1467
- https://doi.org/10.1002/mrm.20484
Abstract
Diffusion tensor MRI tractography aims to reconstruct noninvasively the 3D trajectories of white matter fasciculi within the brain, providing neuroscientists and clinicians with a potentially useful tool for mapping brain architecture. While this technique is widely used to visualize white matter pathways, the associated uncertainty in fiber orientation and artifacts have, to date, not been visualized in conjunction with the trajectory data. In this work, the bootstrap method was used to determine the distributions of diffusion indices such as trace and anisotropy, together with the uncertainty in fiber orientation. A novel visualization scheme was developed to encode this information at each point along reconstructed trajectories. By integrating these schemes into a graphical user interface, a new tool which we call PASTA (Pointwise Assessment of Streamline Tractography Attributes) was created to facilitate identification of artifacts in tractography that would otherwise go undetected. Magn Reson Med 53:1462–1467, 2005. Published 2005 Wiley‐Liss, Inc.Keywords
Funding Information
- Wellcome Trust
- Whitaker Foundation
This publication has 18 references indexed in Scilit:
- Comprehensive approach for correction of motion and distortion in diffusion‐weighted MRIMagnetic Resonance in Medicine, 2003
- Characterization and propagation of uncertainty in diffusion‐weighted MR imagingMagnetic Resonance in Medicine, 2003
- Asymmetry of subinsular anisotropy by in vivo diffusion tensor imagingHuman Brain Mapping, 2003
- Non-invasive mapping of connections between human thalamus and cortex using diffusion imagingNature Neuroscience, 2003
- Determining and visualizing uncertainty in estimates of fiber orientation from diffusion tensor MRIMagnetic Resonance in Medicine, 2002
- Study of the effect of CSF suppression on white matter diffusion anisotropy mapping of healthy human brainMagnetic Resonance in Medicine, 2002
- A Continuous Tensor Field Approximation of Discrete DT-MRI Data for Extracting Microstructural and Architectural Features of TissueJournal of Magnetic Resonance, 2002
- Regularization of Diffusion-Based Direction Maps for the Tracking of Brain White Matter FasciclesNeuroImage, 2000
- Microstructural and Physiological Features of Tissues Elucidated by Quantitative-Diffusion-Tensor MRIJournal of Magnetic Resonance, Series B, 1996
- MR diffusion tensor spectroscopy and imagingBiophysical Journal, 1994