Vendor-neutral MP2RAGE with Pulseq in VENUS: Three vendors and five scanners

Motivation: MP2RAGE began as an open-source method, gaining popularity for its superior gray/white-matter T1w contrast and rapid T1 mapping. However, its adoption has been hindered by limited multi-vendor implementation. Goal(s): To develop a vendor-neutral MP2RAGE framework that enhances accessibility and reproducibility across five 3T scanners from Canon, GE, and Siemens. Approach: Implemented an open-source MP2RAGE using Pulseq for acquisition, BART for reconstruction, and qMRLab for processing, evaluated on reference phantoms and a healthy subject. Results: The vendor-neutral implementation demonstrated consistent contrast characteristics across scanners. T1 measurements in phantoms exhibited acceptable agreement with the ground-truth, although they showed slightly greater deviations compared to vendor-native implementations. Impact: Successfully deployed to five 3T scanners from three vendors, Pulseq-MP2RAGE standardizes the entire workflow using VENUS. This approach paves a rigorous path to elevate quantitative MRI to a metrological standard, unlocking the estimation of measurement uncertainties free from vendor-native discrepancies.

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/10.58530/2025/1660
Primary Topic
Medical Imaging Techniques and Applications
Type
article
Field-Weighted Citation Impact
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article

Vendor-neutral MP2RAGE with Pulseq in VENUS: Three vendors and five scanners

Jon‐Fredrik Nielsen, Akifumi Hagiwara, Nikola Stikov, Shohei Fujita 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
Medical Imaging Techniques and Applications
article

Vendor-neutral MP2RAGE with Pulseq in VENUS: Three vendors and five scanners

Jon‐Fredrik Nielsen, Akifumi Hagiwara, Nikola Stikov, Shohei Fujita, Agâh Karakuzu, Wataru Uchida, Koji Kamagata, Shigeki Aoki, Bilal Tasdelen
article en

Abstract

Motivation: MP2RAGE began as an open-source method, gaining popularity for its superior gray/white-matter T1w contrast and rapid T1 mapping. However, its adoption has been hindered by limited multi-vendor implementation. Goal(s): To develop a vendor-neutral MP2RAGE framework that enhances accessibility and reproducibility across five 3T scanners from Canon, GE, and Siemens. Approach: Implemented an open-source MP2RAGE using Pulseq for acquisition, BART for reconstruction, and qMRLab for processing, evaluated on reference phantoms and a healthy subject. Results: The vendor-neutral implementation demonstrated consistent contrast characteristics across scanners. T1 measurements in phantoms exhibited acceptable agreement with the ground-truth, although they showed slightly greater deviations compared to vendor-native implementations. Impact: Successfully deployed to five 3T scanners from three vendors, Pulseq-MP2RAGE standardizes the entire workflow using VENUS. This approach paves a rigorous path to elevate quantitative MRI to a metrological standard, unlocking the estimation of measurement uncertainties free from vendor-native discrepancies.

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 65%
Medical Imaging Techniques and Applications
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Vendor-neutral MP2RAGE with Pulseq in VENUS: Three vendors and five scanners — Jon‐Fredrik Nielsen, Akifumi Hagiwara, 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