Literature DB >> 21146617

The effect of template selection on diffusion tensor voxel-based analysis results.

Wim Van Hecke1, Alexander Leemans, Caroline A Sage, Louise Emsell, Jelle Veraart, Jan Sijbers, Stefan Sunaert, Paul M Parizel.   

Abstract

Diffusion tensor imaging (DTI) is increasingly being used to study white matter (WM) degeneration in patients with psychiatric and neurological disorders. In order to compare diffusion measures across subjects in an automated way, voxel-based analysis (VBA) methods were introduced. In VBA, all DTI data are transformed to a template, after which the diffusion measures of control subjects and patients are compared quantitatively in each voxel. Although VBA has many advantages compared to other post-processing approaches, such as region of interest analysis or tractography, VBA results need to be interpreted cautiously, since it has been demonstrated that they depend on the different parameter settings that are applied in the VBA processing pipeline. In this paper, we examine the effect of the template selection on the VBA results of DTI data. We hypothesized that the choice of template to which all data are transformed would also affect the VBA results. To this end, simulated DTI data sets as well as DTI data from control subjects and multiple sclerosis patients were aligned to (i) a population-specific DTI template, (ii) a subject-based DTI atlas in MNI space, and (iii) the ICBM-81 DTI atlas. Our results suggest that the highest sensitivity and specificity to detect WM abnormalities in a VBA setting was achieved using the population-specific DTI atlas, presumably due to the better spatial image alignment to this template.
Copyright © 2010 Elsevier Inc. All rights reserved.

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Year:  2010        PMID: 21146617     DOI: 10.1016/j.neuroimage.2010.12.005

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  27 in total

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5.  Preliminary mapping of the structural effects of age in pediatric bipolar disorder with multimodal MR imaging.

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Authors:  Ryan P Cabeen; Mark E Bastin; David H Laidlaw
Journal:  Neuroimage       Date:  2016-11-12       Impact factor: 6.556

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Authors:  Johanna Mårtensson; Markus Nilsson; Freddy Ståhlberg; Pia C Sundgren; Christer Nilsson; Danielle van Westen; Elna-Marie Larsson; Jimmy Lätt
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8.  White matter atlas generation using HARDI based automated parcellation.

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9.  Role of standardized and study-specific human brain diffusion tensor templates in inter-subject spatial normalization.

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10.  Evaluation of standardized and study-specific diffusion tensor imaging templates of the adult human brain: Template characteristics, spatial normalization accuracy, and detection of small inter-group FA differences.

Authors:  Shengwei Zhang; Konstantinos Arfanakis
Journal:  Neuroimage       Date:  2018-01-28       Impact factor: 6.556

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