Literature DB >> 21041880

Fused DTI/HARDI visualization.

Vesna Prčkovska1, Tim H J M Peeters, Markus van Almsick, Bart ter Haar Romeny, Anna Vilanova.   

Abstract

High-angular resolution diffusion imaging (HARDI) is a diffusion weighted MRI technique that overcomes some of the decisive limitations of its predecessor, diffusion tensor imaging (DTI), in the areas of composite nerve fiber structure. Despite its advantages, HARDI raises several issues: complex modeling of the data, nonintuitive and computationally demanding visualization, inability to interactively explore and transform the data, etc. To overcome these drawbacks, we present a novel, multifield visualization framework that adopts the benefits of both DTI and HARDI. By applying a classification scheme based on HARDI anisotropy measures, the most suitable model per imaging voxel is automatically chosen. This classification allows simplification of the data in areas with single fiber bundle coherence. To accomplish fast and interactive visualization for both HARDI and DTI modalities, we exploit the capabilities of modern GPUs for glyph rendering and adopt DTI fiber tracking in suitable regions. The resulting framework, allows user-friendly data exploration of fused HARDI and DTI data. Many incorporated features such as sharpening, normalization, maxima enhancement and different types of color coding of the HARDI glyphs, simplify the data and enhance its features. We provide a qualitative user evaluation that shows the potentials of our visualization tools in several HARDI applications.
© 2011 IEEE

Mesh:

Year:  2011        PMID: 21041880     DOI: 10.1109/TVCG.2010.244

Source DB:  PubMed          Journal:  IEEE Trans Vis Comput Graph        ISSN: 1077-2626            Impact factor:   4.579


  4 in total

1.  Fiber tractography based on diffusion tensor imaging compared with high-angular-resolution diffusion imaging with compressed sensing: initial experience.

Authors:  Daniela Kuhnt; Miriam H A Bauer; Jan Egger; Mirco Richter; Tina Kapur; Jens Sommer; Dorit Merhof; Christopher Nimsky
Journal:  Neurosurgery       Date:  2013-01       Impact factor: 4.654

2.  Blockwise Human Brain Network Visual Comparison Using NodeTrix Representation.

Authors:  Xinsong Yang; Lei Shi; Madelaine Daianu; Hanghang Tong; Qingsong Liu; Paul Thompson
Journal:  IEEE Trans Vis Comput Graph       Date:  2016-08-05       Impact factor: 4.579

3.  Optic radiation fiber tractography in glioma patients based on high angular resolution diffusion imaging with compressed sensing compared with diffusion tensor imaging - initial experience.

Authors:  Daniela Kuhnt; Miriam H A Bauer; Jens Sommer; Dorit Merhof; Christopher Nimsky
Journal:  PLoS One       Date:  2013-07-26       Impact factor: 3.240

4.  Multi-fiber tractography visualizations for diffusion MRI data.

Authors:  Sjoerd B Vos; Max A Viergever; Alexander Leemans
Journal:  PLoS One       Date:  2013-11-25       Impact factor: 3.240

  4 in total

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