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
- J. Andrew Derbyshire
- Carlo Pierpaoli (ORCID: https://orcid.org/0000-0001-8558-4428)
- Alan Barnett (ORCID: https://orcid.org/0000-0001-9658-2380)
- Ruifeng Dong (ORCID: https://orcid.org/0000-0002-3722-1742)
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