Literature DB >> 22903027

HOW DO SPATIAL AND ANGULAR RESOLUTION AFFECT BRAIN CONNECTIVITY MAPS FROM DIFFUSION MRI?

Liang Zhan1, Daniel Franc, Vishal Patel, Neda Jahanshad, Yan Jin, Bryon A Mueller, Matt A Bernstein, Bret J Borowski, Clifford R Jack, Arthur W Toga, Kelvin O Lim, Paul M Thompson.   

Abstract

Diffusion tensor imaging (DTI) is sensitive to the directionally- constrained flow of water, which diffuses preferentially along axons. Tractography programs may be used to infer matrices of connectivity (anatomical networks) between pairs of brain regions. Little is known about how these computed connectivity measures depend on the scans' spatial and angular resolutions. To determine this, we scanned 8 young adults with DTI at 2.5 and 3 mm resolutions, and an additional subject at 4 resolutions between 2-4 mm. We computed 70×70 connectivity matrices, using whole-brain tractography to measure fiber density between all pairs of 70 cortical and subcortical regions. Spatial and angular resolution affected the computed connectivity for narrower tracts (internal capsule and cerebellum), but also for the corticospinal tract. Data resolution affected the apparent role of some key structures in cortical anatomic networks. Care is needed when comparing network data across studies, and interpreting apparent disagreements among findings.

Entities:  

Year:  2012        PMID: 22903027      PMCID: PMC3420957          DOI: 10.1109/ISBI.2012.6235469

Source DB:  PubMed          Journal:  Proc IEEE Int Symp Biomed Imaging        ISSN: 1945-7928


  6 in total

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Authors:  Emily L Dennis; Neda Jahanshad; Jeffrey D Rudie; Jesse A Brown; Kori Johnson; Katie L McMahon; Greig I de Zubicaray; Grant Montgomery; Nicholas G Martin; Margaret J Wright; Susan Y Bookheimer; Mirella Dapretto; Arthur W Toga; Paul M Thompson
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Authors:  Yaniv Assaf; Peter J Basser
Journal:  Neuroimage       Date:  2005-08-01       Impact factor: 6.556

5.  Effects of diffusion weighting schemes on the reproducibility of DTI-derived fractional anisotropy, mean diffusivity, and principal eigenvector measurements at 1.5T.

Authors:  Bennett A Landman; Jonathan A D Farrell; Craig K Jones; Seth A Smith; Jerry L Prince; Susumu Mori
Journal:  Neuroimage       Date:  2007-04-04       Impact factor: 6.556

6.  How does angular resolution affect diffusion imaging measures?

Authors:  Liang Zhan; Alex D Leow; Neda Jahanshad; Ming-Chang Chiang; Marina Barysheva; Agatha D Lee; Arthur W Toga; Katie L McMahon; Greig I de Zubicaray; Margaret J Wright; Paul M Thompson
Journal:  Neuroimage       Date:  2009-10-09       Impact factor: 6.556

  6 in total
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1.  Investigating the tradeoffs between spatial resolution and diffusion sampling for brain mapping with diffusion tractography: time well spent?

Authors:  Evan Calabrese; Alexandra Badea; Christopher L Coe; Gabriele R Lubach; Martin A Styner; G Allan Johnson
Journal:  Hum Brain Mapp       Date:  2014-07-05       Impact factor: 5.038

2.  A COMPARISON OF NETWORK DEFINITIONS FOR DETECTING SEX DIFFERENCES IN BRAIN CONNECTIVITY USING SUPPORT VECTOR MACHINES.

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Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2017-06-19

3.  Estimation of the CSA-ODF using Bayesian compressed sensing of multi-shell HARDI.

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4.  Development of insula connectivity between ages 12 and 30 revealed by high angular resolution diffusion imaging.

Authors:  Emily L Dennis; Neda Jahanshad; Katie L McMahon; Greig I de Zubicaray; Nicholas G Martin; Ian B Hickie; Arthur W Toga; Margaret J Wright; Paul M Thompson
Journal:  Hum Brain Mapp       Date:  2013-07-08       Impact factor: 5.038

5.  Reprint of: Mapping connectivity in the developing brain.

Authors:  Emily L Dennis; Paul M Thompson
Journal:  Int J Dev Neurosci       Date:  2013-12-02       Impact factor: 2.457

6.  Test-retest reliability of graph theory measures of structural brain connectivity.

Authors:  Emily L Dennis; Neda Jahanshad; Arthur W Toga; Katie L McMahon; Greig I de Zubicaray; Nicholas G Martin; Margaret J Wright; Paul M Thompson
Journal:  Med Image Comput Comput Assist Interv       Date:  2012

7.  Trade-off between angular and spatial resolutions in in vivo fiber tractography.

Authors:  Sjoerd B Vos; Murat Aksoy; Zhaoying Han; Samantha J Holdsworth; Julian Maclaren; Max A Viergever; Alexander Leemans; Roland Bammer
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8.  Development of brain structural connectivity between ages 12 and 30: a 4-Tesla diffusion imaging study in 439 adolescents and adults.

Authors:  Emily L Dennis; Neda Jahanshad; Katie L McMahon; Greig I de Zubicaray; Nicholas G Martin; Ian B Hickie; Arthur W Toga; Margaret J Wright; Paul M Thompson
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9.  Identification of infants at high-risk for autism spectrum disorder using multiparameter multiscale white matter connectivity networks.

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Journal:  Hum Brain Mapp       Date:  2015-09-14       Impact factor: 5.038

10.  Mapping connectivity in the developing brain.

Authors:  Emily L Dennis; Paul M Thompson
Journal:  Int J Dev Neurosci       Date:  2013-05-27       Impact factor: 2.457

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