Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
568-05-009 ISMRM Abstract

SONIC-MRE: A Compressed Sensing Framework for Accelerated Magnetic Resonance Elastography

Primary: Contrast Mechanisms - Elastography
Secondary: Acquisition & Reconstruction - Subsampling: Parallel imaging, compressed sensing and low-rank modeling
568-05-009 · Image Reconstruction I · Wednesday, 13 May, 4:00 PM–4:55 PM · Digital Posters Row I
Keywords: Image Reconstruction Compressed Sensing Undersampling Wavelet transform Brain MR Elastography
Accepted
Zhuoyu Shi 1, Alex M Cerjanic2, Grace McIlvain1,3
1Biomedical Engineering, Columbia University, New York, United States of America
2Massachusetts General Hospital, Boston, United States of America
3Department of Radiology, Columbia University Irving Medical Center, New York, United States of America
Presenting Author: Zhuoyu Shi

Synopsis

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References

1. McIlvain G, Hayes LL, Walter AW, et al. Mechanical properties of pediatric low-grade gliomas in children with and without neurofibromatosis type 1. Neuroradiology. 2024;66(12):2301-2311. doi:10.1007/s00234-024-03491-z [doi]
2. McIlvain G, Cerjanic AM, Christodoulou AG, McGarry MDJ, Johnson CL. OSCILLATE: A low-rank approach for accelerated magnetic resonance elastography. Magn Reson Med. 2022;88(4):1659-1672. doi:10.1002/mrm.29308 [doi]
3. Lustig M, Donoho D, Pauly JM. Sparse MRI: The application of compressed sensing for rapid MR imaging. Magn Reson Med. 2007;58(6):1182-1195. doi:10.1002/mrm.21391 [doi]
4. Johnson CL, Holtrop JL, Anderson AT, Sutton BP. Brain MR Elastography with Multiband Excitation and Nonlinear Motion-Induced Phase Error Correction. In: 24th Annual Meeting of the International Society for Magnetic Resonance in Medicine, Singapore. ; 2016:p 1951.
5. McGarry MDJ, Van Houten EEW, Johnson CL, et al. Multiresolution MR elastography using nonlinear inversion. Med Phys. 2012;39(10):6388-6396. doi:10.1118/1.4754649 [doi]

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/568-05-009