Literature DB >> 20299436

Principles and limitations of computational algorithms in clinical diffusion tensor MR tractography.

H-W Chung1, M-C Chou, C-Y Chen.   

Abstract

There have been numerous reports documenting the graphic reconstruction of 3D white matter architecture in the human brain by means of diffusion tensor MR tractography. Different from other reviews addressing the physics and clinical applications of DTI, this article reviews the computational principles of tractography algorithms appearing in the literature. The simplest voxel-based method and 2 widely used subvoxel approaches are illustrated first, together with brief notes on parameter selection and the restrictions arising from the distinct attributes of tract estimations. Subsequently, some advanced techniques attempting to offer improvement in various aspects are briefly introduced, including the increasingly popular research tracking tool using HARDI. The article explains the inherent technical limitations in most of the algorithms reported to date and concludes by providing a reference guideline for formulating routine applications of this important tool to clinical neuroradiology in an objective and reproducible manner.

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Year:  2010        PMID: 20299436      PMCID: PMC7964942          DOI: 10.3174/ajnr.A2041

Source DB:  PubMed          Journal:  AJNR Am J Neuroradiol        ISSN: 0195-6108            Impact factor:   3.825


  71 in total

1.  Three-dimensional visualization of the pyramidal tract in a neuronavigation system during brain tumor surgery: first experiences and technical note.

Authors:  V A Coenen; T Krings; L Mayfrank; R S Polin; M H Reinges; A Thron; J M Gilsbach
Journal:  Neurosurgery       Date:  2001-07       Impact factor: 4.654

2.  Diffusion tensor fractional anisotropy of the normal-appearing seven segments of the corpus callosum in healthy adults and relapsing-remitting multiple sclerosis patients.

Authors:  Khader M Hasan; Rakesh K Gupta; Rafael M Santos; Jerry S Wolinsky; Ponnada A Narayana
Journal:  J Magn Reson Imaging       Date:  2005-06       Impact factor: 4.813

Review 3.  Diffusion-tensor MR imaging and tractography: exploring brain microstructure and connectivity.

Authors:  Paolo G P Nucifora; Ragini Verma; Seung-Koo Lee; Elias R Melhem
Journal:  Radiology       Date:  2007-11       Impact factor: 11.105

Review 4.  Diffusion tensor MR imaging and fiber tractography: technical considerations.

Authors:  P Mukherjee; S W Chung; J I Berman; C P Hess; R G Henry
Journal:  AJNR Am J Neuroradiol       Date:  2008-03-13       Impact factor: 3.825

5.  Lowering the barriers inherent in translating advances in neuroimage analysis to clinical research applications.

Authors:  Sonia Pujol; Ron Kikinis; Randy Gollub
Journal:  Acad Radiol       Date:  2008-01       Impact factor: 3.173

6.  A standardised evaluation of pre-surgical imaging of the corticospinal tract: where to place the seed ROI.

Authors:  Elke Hattingen; Julian Rathert; Alina Jurcoane; Stefan Weidauer; Andrea Szelényi; George Ogrezeanu; Volker Seifert; Friedhelm E Zanella; Thomas Gasser
Journal:  Neurosurg Rev       Date:  2009-05-13       Impact factor: 3.042

7.  Combinatorial fiber-tracking of the human brain.

Authors:  Shlomi Lifshits; Arie Tamir; Yaniv Assaf
Journal:  Neuroimage       Date:  2009-06-06       Impact factor: 6.556

8.  Probabilistic fibre tracking: differentiation of connections from chance events.

Authors:  David M Morris; Karl V Embleton; Geoff J M Parker
Journal:  Neuroimage       Date:  2008-06-20       Impact factor: 6.556

9.  Diffusion tensor tractography should be used with caution.

Authors:  Kei Yamada
Journal:  Proc Natl Acad Sci U S A       Date:  2009-01-29       Impact factor: 11.205

10.  Ventral and dorsal pathways for language.

Authors:  Dorothee Saur; Björn W Kreher; Susanne Schnell; Dorothee Kümmerer; Philipp Kellmeyer; Magnus-Sebastian Vry; Roza Umarova; Mariacristina Musso; Volkmar Glauche; Stefanie Abel; Walter Huber; Michel Rijntjes; Jürgen Hennig; Cornelius Weiller
Journal:  Proc Natl Acad Sci U S A       Date:  2008-11-12       Impact factor: 11.205

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  35 in total

1.  Loss of white matter microstructural integrity is associated with adverse neurological outcome in tuberous sclerosis complex.

Authors:  Jurriaan M Peters; Mustafa Sahin; Vanessa K Vogel-Farley; Shafali S Jeste; Charles A Nelson; Matthew C Gregas; Sanjay P Prabhu; Benoit Scherrer; Simon K Warfield
Journal:  Acad Radiol       Date:  2012-01       Impact factor: 3.173

2.  Corticospinal tractography with morphological, functional and diffusion tensor MRI: a comparative study of four deterministic algorithms used in clinical routine.

Authors:  Romuald Seizeur; Nicolas Wiest-Daessle; Sylvain Prima; Camille Maumet; Jean-Christophe Ferre; Xavier Morandi
Journal:  Surg Radiol Anat       Date:  2012-03-18       Impact factor: 1.246

Review 3.  Tractography for Surgical Neuro-Oncology Planning: Towards a Gold Standard.

Authors:  Sandip S Panesar; Kumar Abhinav; Fang-Cheng Yeh; Timothée Jacquesson; Malie Collins; Juan Fernandez-Miranda
Journal:  Neurotherapeutics       Date:  2019-01       Impact factor: 7.620

4.  Diffusion tensor MRI as a biomarker in axonal and myelin damage.

Authors:  Wint Yan Aung; Soe Mar; Tammie Ls Benzinger
Journal:  Imaging Med       Date:  2013-10-01

Review 5.  Characterization of cerebral white matter properties using quantitative magnetic resonance imaging stains.

Authors:  Andrew L Alexander; Samuel A Hurley; Alexey A Samsonov; Nagesh Adluru; Ameer Pasha Hosseinbor; Pouria Mossahebi; Do P M Tromp; Elizabeth Zakszewski; Aaron S Field
Journal:  Brain Connect       Date:  2012-01-27

6.  Generalized q-sampling imaging fiber tractography reveals displacement and infiltration of fiber tracts in low-grade gliomas.

Authors:  Pinar Celtikci; David T Fernandes-Cabral; Fang-Cheng Yeh; Sandip S Panesar; Juan C Fernandez-Miranda
Journal:  Neuroradiology       Date:  2018-01-25       Impact factor: 2.804

7.  Recovery of white matter tracts in regions of peritumoral FLAIR hyperintensity with use of restriction spectrum imaging.

Authors:  C R McDonald; N S White; N Farid; G Lai; J M Kuperman; H Bartsch; D J Hagler; S Kesari; B S Carter; C C Chen; A M Dale
Journal:  AJNR Am J Neuroradiol       Date:  2012-12-28       Impact factor: 3.825

8.  High angular resolution diffusion imaging probabilistic tractography of the auditory radiation.

Authors:  J I Berman; M R Lanza; L Blaskey; J C Edgar; T P L Roberts
Journal:  AJNR Am J Neuroradiol       Date:  2013-03-14       Impact factor: 3.825

9.  Influence of analysis technique on measurement of diffusion tensor imaging parameters.

Authors:  Efsun Urger; Michael D Debellis; Steven R Hooper; Donald P Woolley; Steven Chen; James M Provenzale
Journal:  AJR Am J Roentgenol       Date:  2013-05       Impact factor: 3.959

10.  MR Imaging Applications in Mild Traumatic Brain Injury: An Imaging Update.

Authors:  Xin Wu; Ivan I Kirov; Oded Gonen; Yulin Ge; Robert I Grossman; Yvonne W Lui
Journal:  Radiology       Date:  2016-06       Impact factor: 11.105

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