Impact of MR Acquisition Parameters on DTI Scalar Indexes: A Tractography Based Approach
Identifieur interne : 000143 ( Main/Exploration ); précédent : 000142; suivant : 000144Impact of MR Acquisition Parameters on DTI Scalar Indexes: A Tractography Based Approach
Auteurs : Gonzalo Barrio-Arranz ; Rodrigo De Luis-García ; Antonio Tristán-Vega ; Marcos Martín-Fernández ; Santiago Aja-FernándezSource :
- PLoS ONE [ 1932-6203 ] ; 2015.
Descripteurs français
- KwdFr :
- MESH :
English descriptors
- KwdEn :
- MESH :
- cytology : White Matter.
- methods : Diffusion Tensor Imaging, Image Processing, Computer-Assisted.
- Adult, Algorithms, Anisotropy, Humans, Magnetic Resonance Imaging, Male, Young Adult.
Abstract
Acquisition parameters play a crucial role in Diffusion Tensor Imaging (DTI), as they have a major impact on the values of scalar measures such as Fractional Anisotropy (FA) or Mean Diffusivity (MD) that are usually the focus of clinical studies based on white matter analysis. This paper presents an analysis on the impact of the variation of several acquisition parameters on these scalar measures with a novel double focus. First, a tractography-based approach is employed, motivated by the significant number of clinical studies that are carried out using this technique. Second, the consequences of simultaneous changes in multiple parameters are analyzed: number of gradient directions, b-value and voxel resolution. Results indicate that the FA is most affected by changes in the number of gradients and voxel resolution, while MD is specially influenced by variations in the b-value. Even if the choice of a tractography algorithm has an effect on the numerical values of the final scalar measures, the evolution of these measures when acquisition parameters are modified is parallel.
Url:
DOI: 10.1371/journal.pone.0137905
PubMed: 26457415
PubMed Central: 4601730
Affiliations:
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Le document en format XML
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<term>Image Processing, Computer-Assisted (methods)</term>
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<term>Young Adult</term>
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<term>Imagerie par résonance magnétique</term>
<term>Imagerie par tenseur de diffusion ()</term>
<term>Jeune adulte</term>
<term>Mâle</term>
<term>Substance blanche (cytologie)</term>
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<term>Imagerie par résonance magnétique</term>
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<front><div type="abstract" xml:lang="en"><p>Acquisition parameters play a crucial role in Diffusion Tensor Imaging (DTI), as they have a major impact on the values of scalar measures such as Fractional Anisotropy (FA) or Mean Diffusivity (MD) that are usually the focus of clinical studies based on white matter analysis. This paper presents an analysis on the impact of the variation of several acquisition parameters on these scalar measures with a novel double focus. First, a tractography-based approach is employed, motivated by the significant number of clinical studies that are carried out using this technique. Second, the consequences of simultaneous changes in multiple parameters are analyzed: number of gradient directions, b-value and voxel resolution. Results indicate that the FA is most affected by changes in the number of gradients and voxel resolution, while MD is specially influenced by variations in the b-value. Even if the choice of a tractography algorithm has an effect on the numerical values of the final scalar measures, the evolution of these measures when acquisition parameters are modified is parallel.</p>
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<tree><noCountry><name sortKey="Aja Fernandez, Santiago" sort="Aja Fernandez, Santiago" uniqKey="Aja Fernandez S" first="Santiago" last="Aja-Fernández">Santiago Aja-Fernández</name>
<name sortKey="Barrio Arranz, Gonzalo" sort="Barrio Arranz, Gonzalo" uniqKey="Barrio Arranz G" first="Gonzalo" last="Barrio-Arranz">Gonzalo Barrio-Arranz</name>
<name sortKey="De Luis Garcia, Rodrigo" sort="De Luis Garcia, Rodrigo" uniqKey="De Luis Garcia R" first="Rodrigo" last="De Luis-García">Rodrigo De Luis-García</name>
<name sortKey="Martin Fernandez, Marcos" sort="Martin Fernandez, Marcos" uniqKey="Martin Fernandez M" first="Marcos" last="Martín-Fernández">Marcos Martín-Fernández</name>
<name sortKey="Tristan Vega, Antonio" sort="Tristan Vega, Antonio" uniqKey="Tristan Vega A" first="Antonio" last="Tristán-Vega">Antonio Tristán-Vega</name>
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