Rapid, open-source, cross-platform 3D multiparametric mapping for multisite neuroimaging
Motivation: To address the unmet need for a cross-platform, multiparametric technique to facilitate data harmonization across different sites. Goal(s): To implement and evaluate a fully transparent 3D multiparametric mapping for multisite neuroimaging. Approach: A multiparametric mapping technique, 3D-QALAS, was implemented in Pulseq. The acquired T1 and T2 maps were compared within-scanner, cross scanners, software versions, sites, and vendors. Results: The Pulseq implementation exhibited significantly higher reproducibility than vendor-native implementations, particularly for T2 values, in both phantom and in vivo studies. This approach enabled ADNI-compliant field-of-view sizes with 1mm isotropic resolution within 5 minutes, while maintaining a cross-platform coefficient of variation below 4%. Impact: An open-source implementation across different vendors and scanners, along with a consistent reconstruction and fitting pipeline, improved measurement reproducibility. This approach facilitates data harmonization, version control and error-propagation assessment, making it also suitable for extracting quantitative information for downstream analysis.
Authors
- Jon‐Fredrik Nielsen (ORCID: https://orcid.org/0000-0002-2058-3579)
- Yohan Jun (ORCID: https://orcid.org/0000-0003-4787-4760)
- Borjan Gagoski (ORCID: https://orcid.org/0000-0003-3777-2621)
- Qingping Chen
- Yogesh Rathi (ORCID: https://orcid.org/0000-0002-9946-2314)
- Maxim Zaitsev (ORCID: https://orcid.org/0000-0001-7530-1228)
- Shohei Fujita (ORCID: https://orcid.org/0000-0003-4276-6226)
- Jaejin Cho (ORCID: https://orcid.org/0000-0001-5672-6765)
- Eugene Milshteyn (ORCID: https://orcid.org/0000-0003-0213-7003)
- Berkin Bilgic̦ (ORCID: https://orcid.org/0000-0002-9080-7865)
- Qiang Liu (ORCID: https://orcid.org/0009-0007-6818-0115)
- Shaik Imam
- Xingwang Yong
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/10.58530/2024/0568
- Primary Topic
- Functional Brain Connectivity Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00