Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
461-02-008 ISMRM Abstract

Needle-Free Myocardial Blood Flow and Reserve Quantification Using AI-Enhanced Coronary Sinus Flow MRI

Primary: Acquisition & Reconstruction - AI methods
Secondary: Cardiovascular - Flow
461-02-008 · AI To Make Protocols, Plan, QC, and Correct Motion · Tuesday, 12 May, 9:15 AM–10:10 AM · Digital Posters Row B
Keywords: Perfusion Myocardial Blood Flow Exercise Super-resolution High-Resolution MRI
Accepted
Manuel A Morales 1, Alexander Schulz1, Nicole C.Y. Deng1, Tess E Wallace2,3, Warren J Manning1, Reza Nezafat1
1Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, United States of America
2Siemens Healthineers, Malvern, United States of America
3Siemens Medical Solutions USA, Inc, Chicago, United States of America
Presenting Author: Manuel A Morales

Synopsis

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References

1. Morales M.A., Ghanbari F., Demirel O.B., Street J.A., Wallace T.E., Davids R., et al. Accelerated phase-contrast magnetic resonance imaging with use of resolution enhancement generative adversarial neural network. J Cardiovasc Magn Reson 2025;27:101128. https://doi.org/10.1016/j.jocmr.2024.101128. [doi]
2. Morales M., Rodriguez J., Manning W., Nezafat R. High-frame-rate exercise cmr real-time flow using transformer-based deep learning interpolator. Journal of Cardiovascular Magnetic Resonance 2025;27:https://doi.org/10.1016/j.jocmr.2024.101371. [doi]
3. Kellman P., Hansen M.S., Nielles-Vallespin S., Nickander J., Themudo R., Ugander M., et al. Myocardial perfusion cardiovascular magnetic resonance: optimized dual sequence and reconstruction for quantification. J Cardiovasc Magn Reson 2017;19:43. https://doi.org/10.1186/s12968-017-0355-5. [doi]

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/461-02-008