Improved across-scanner reproducibility using vendor-agnostic diffusion sequences
Motivation: The reproducibility of diffusion MRI (dMRI) data collected at multiple sites can be affected by differences between MRI scanners, especially scanners from different manufacturers. Goal(s): To develop vendor-neutral dMRI pulse sequences using our Pulseq development platform and reduce the inter-scanner variability between scanners from different vendors. Approach: Using a diffusion phantom and with three human subjects, we tested inter-scanner variability using Pulseq and vendor-specific product sequences. We report inter-scanner variations using standard error for mean diffusivity and fractional anisotropy. Results: Pulseq sequence yielded dramatically better results (>2x reduction in variability) enhancing the reliability of dMRI measurements across scanners. Impact: The vendor-neutral Pulseq-diffusion sequence has the potential to harmonize data acquisition and improve the robustness of diffusion MRI, making it an invaluable tool for advancing multi-site studies.
Authors
- Lipeng Ning (ORCID: https://orcid.org/0000-0003-4992-459X)
- Jon‐Fredrik Nielsen (ORCID: https://orcid.org/0000-0002-2058-3579)
- Borjan Gagoski (ORCID: https://orcid.org/0000-0003-3777-2621)
- William A. Grissom (ORCID: https://orcid.org/0000-0002-3289-1827)
- Yogesh Rathi (ORCID: https://orcid.org/0000-0002-9946-2314)
- Maxim Zaitsev (ORCID: https://orcid.org/0000-0001-7530-1228)
- Berkin Bilgic̦ (ORCID: https://orcid.org/0000-0002-9080-7865)
- Imam Ahmed Shaik (ORCID: https://orcid.org/0009-0000-2849-8849)
- Qiang Liu (ORCID: https://orcid.org/0009-0007-6818-0115)
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
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/0538
- Primary Topic
- Advancements in Photolithography Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00