Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
669-01-004 ISMRM Abstract

Clinical Validation of Automated MR Fingerprinting in Multiple Sclerosis: A Pilot Study at 1.5T and 3.0T

Primary: Neuro - Multiple Sclerosis
Secondary: Acquisition & Reconstruction - Quantitative Imaging: relaxometry, multi-parametric, MR Fingerprinting, and synthetic MRI
669-01-004 · Neuroinflammation: Metabolites, Function, and AI · Thursday, 14 May, 8:30 AM–9:25 AM · Digital Posters Row J
Keywords: MR Fingerprinting Deep Learning Segmentation
Accepted
Andrew Dupuis 1, Sree Gongala1, Rasim Boyacioglu2, Ari Blitz3, Jessie EP Sun1, Mark Griswold1,2,3, Chaitra Badve3
1Department of Radiology, Case Western Reserve University, Cleveland, United States of America
2Department of Biomedical Engineering, Case Western Reserve University, Cleveland, United States of America
3Department of Radiology, University Hospitals, Cleveland, United States of America
Presenting Author: Andrew Dupuis

Synopsis

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References

1. Ma D, et al. Magnetic resonance fingerprinting. Nature. 2013;495(7440):187-192. DOI: 10.1038/nature11971 [doi]
2. Nakamura K, et al. Neurotherapeutics. 2016;13(4):658-672. DOI: 10.1007/s13311-016-0479-6 [doi]
3. Hermann I, et al. Lesion probability mapping in MS patients using a regression network on MR fingerprinting. BMC Med Imaging. 2021;21:107. DOI: 10.1186/s12880-021-00636-x [doi]
4. Mostardeiro TR, et al. Whole brain 3D MR fingerprinting in multiple sclerosis: a pilot study. BMC Med Imaging. 2021;21:94. DOI: 10.1186/s12880-021-00620-5 [doi]
5. Nagtegaal MA, et al. White matter changes measured by multi-component MR Fingerprinting in multiple sclerosis. Neuroimage Clin. 2023;40:103528. DOI: 10.1016/j.nicl.2023.103528 [doi]
6. Nishimaki K, Onda K, Ikuta K, Chotiyanonta J, Uchida Y, Mori S, Iyatomi H, Oishi K; Alzheimer's Disease Neuroimaging Initiative; Australian Imaging Biomarkers and Lifestyle Flagship Study of Ageing. OpenMAP-T1: A Rapid Deep-Learning Approach to Parcellate 280 Anatomical Regions to Cover the Whole Brain. Hum Brain Mapp. 2024 Nov;45(16):e70063. doi: 10.1002/hbm.70063. PMID: 39523990; PMCID: PMC11551626. [doi] [pmid]

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/669-01-004