Estimate the effects of imaging gradients and gradient miscalibration on the b-matrix using an isotropic diffusion phantom

Motivation: To achieve "harmonized" multi-site diffusion MRI (dMRI) results, it is important to account for differences in diffusion sensitization across scanners caused by imaging gradients and gradient miscalibration. Goal(s): To use a dMRI dataset on an isotropic phantom to measure the effects of imaging gradients and gradient miscalibration and correct both effects on another dMRI dataset. Approach: Use a mathematical model of b-matrix to fit contributions of imaging gradients and gradient miscalibration to a multi-shell dMRI dataset. Results: Our correction reduced the $$$\chi^2$$$ error in fitting test data, relative error in diffusivity, artifactually high fractional anisotropy by a factor of 21, 2, 6, respectively. Impact: Our method can be used to account for the effects of imaging gradients and gradient miscalibration on different scanners and sites and should help harmonizing multi-site diffusion MRI data.

Authors

Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2025-09-16
DOI
https://doi.org/10.58530/2025/4071
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00
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article

Estimate the effects of imaging gradients and gradient miscalibration on the b-matrix using an isotropic diffusion phantom

J. Andrew Derbyshire, Carlo Pierpaoli, Alan Barnett, Ruifeng Dong
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Advanced MRI Techniques and Applications
article

Estimate the effects of imaging gradients and gradient miscalibration on the b-matrix using an isotropic diffusion phantom

J. Andrew Derbyshire, Carlo Pierpaoli, Alan Barnett, Ruifeng Dong
article en

Abstract

Motivation: To achieve "harmonized" multi-site diffusion MRI (dMRI) results, it is important to account for differences in diffusion sensitization across scanners caused by imaging gradients and gradient miscalibration. Goal(s): To use a dMRI dataset on an isotropic phantom to measure the effects of imaging gradients and gradient miscalibration and correct both effects on another dMRI dataset. Approach: Use a mathematical model of b-matrix to fit contributions of imaging gradients and gradient miscalibration to a multi-shell dMRI dataset. Results: Our correction reduced the $$$\chi^2$$$ error in fitting test data, relative error in diffusivity, artifactually high fractional anisotropy by a factor of 21, 2, 6, respectively. Impact: Our method can be used to account for the effects of imaging gradients and gradient miscalibration on different scanners and sites and should help harmonizing multi-site diffusion MRI data.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 64%
Advanced MRI Techniques and Applications
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Estimate the effects of imaging gradients and gradient miscalibration on the b-matrix using an isotropic diffusion phantom — J. Andrew Derbyshire, Carlo Pierpaoli, et al. · Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition (2025) | TGRS Research Map | TGRS