Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
551-01-001 / 551-01-001 ISMRM Abstract

Complex-harmonic cardiac cine MRI

Primary: Cardiovascular - Myocardium
Secondary: Acquisition & Reconstruction - Image Reconstruction: AI
551-01-001 · Frontiers in Cardiovascular MR · Wednesday, 13 May, 8:20 AM–9:56 AM · Power Pitch Theatre 1
551-01-001 · Frontiers in Cardiovascular MR · Wednesday, 13 May, 8:20 AM–9:56 AM · Power Pitch Theatre 1
Keywords: AI/ML Image Reconstruction Real-time MRI Cardiac MRI CINE Implicit neural representation
Accepted
Xinguo Fang 1,2, Lingceng Ma1, Anthony G Christodoulou1,2
1Department of Radiological Sciences, David Geffen School of Medicine at UCLA, Los Angeles, United States of America
2Department of Bioengineering, University of California Los Angeles, Los Angeles, United States of America
Presenting Author: Xinguo Fang

Synopsis

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References

1. Christodoulou, A. G. et al. The future of cardiovascular magnetic resonance: All-in-one vs. real-time (Part 1). Journal of Cardiovascular Magnetic Resonance 26, 100997 (2024). doi:10.1016/j.jocmr.2024.100997 [doi]
2. Contijoch, F., Rasche, V., Seiberlich, N. & Peters, D. C. The future of CMR: All-in-one vs. real-time CMR (Part 2). Journal of Cardiovascular Magnetic Resonance 26, 100998 (2024). doi:10.1016/j.jocmr.2024.100998 [doi]
3. Fang, X. & Christodoulou. Generative MR Multitasking: Bridging real-time and gated imaging with complex-valued cardiac encoding and neural subspace representations. in 121 doi:doi.org/10.58530/2025/0121. [doi]
4. Christodoulou, A. G. et al. Magnetic resonance multitasking for motion-resolved quantitative cardiovascular imaging. Nat Biomed Eng 2, 215–226 (2018). doi:10.1038/s41551-018-0217-y [doi]
5. Kuoy, E., Nguyen, C.V., Dissanayake, S.N. et al. Quantitative assessment of LV function and volumes with 3-slice segmentation of cine SSFP short axis images: our experience. J Cardiovasc Magn Reson 16 (Suppl 1), P384 (2014). https://doi.org/10.1186/1532-429X-16-S1-P384 [doi]

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http://echo.ismrm.org/p/ISMRM2026/551-01-001