Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
461-01-012 ISMRM Abstract

Enhanced phase-sensitive reconstruction for cardiac late gadolinium enhancement imaging using deep learning-based algorithm

Primary: Cardiovascular - Myocardium
Secondary: Acquisition & Reconstruction
461-01-012 · Cardiac Tissue Characterization · Tuesday, 12 May, 8:20 AM–9:15 AM · Digital Posters Row B
Keywords: Deep learning Late gadolinium enhancement Phase-sensitive
Accepted
Junjie Ma1, Xinzeng Wang 2, Michael Vinsky3, Daming Shen4, Melany B Atkins5, Martin A Janich6
1GE HealthCare., NY, United States of America
2GE Healthcare, Houston, United States of America
3GE HealthCare, San Ramon, United States of America
4MR Research China, GE Healthcare, Beijing, China
5Fairfax Radiological Consultants, Falls Church, United States of America
6GE Healthcare, Munich, Germany
Presenting Author: Xinzeng Wang

Synopsis

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References

1. Christopher MK, Jörg B, Chiara BD, Scott DF, Raymond JK, Eike N. Standardized cardiovascular magnetic resonance imaging (CMR) protocols: 2020 update. J Cardiovasc Magn Reason. 2020;22(1):17. doi: 10.1186/s12968-020-00607-1. [doi]
2. Perter K, Andrew EA, Elliot RM, and Anthony HA. Phase-sensitive inversion recovery for detecting myocardial infarction using gadolinium-delayed hyperenhancement. Magn Reson Med. 2002;47:372-383. doi: 10.1002/mrm.10051. [doi]
3. Wang X, Litwiller D, Guidon A, Lan PS, and Sprenger T. Robust complex signal averaging for difussion weighted imaging. ISMRM 2023. #3963.
4. Wang X, Lan PS, and Guidon A. DL-based phase correction enables robust real diffusion-weighted MRI with increased diffusion contrast. ISMRM 2024. #2414.
5. Lan PS, Wang X, and Guidon A. Reduced noise and motion artifacts for MUSE reconstruction using deep learning-based phase correction. ISMRM 2024. #2416.

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/461-01-012