Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
468-04-007 ISMRM Abstract

Rapid, Contrast-Free 3D-Cine Reconstruction from Real-Time 2D Cardiovascular MRI: Clinical Validation in Pediatric Congenital

Primary: Acquisition & Reconstruction - Image Reconstruction: AI
Secondary: Analysis Methods - Segmentation and Detection
468-04-007 · Pediatric Cardiopulmonary MRI · Tuesday, 12 May, 2:35 PM–3:30 PM · Digital Posters Row I
Keywords: Real-time MRI Deep learning Congenital Heart Disease 3D-Cine Pediatric cardiology
Accepted
Mark Wrobel 1, Jennifer Steeden2, Elena Milano3, Michael Quail3,4, Aya El Jerbi5, Jonathan Awori5, Nita Ray Chaudhuri5, Jai P Udassi5, Rob van der Geest6, Mehdi Hedjazi Moghari5, Vivek Muthurangu1
1University College London, London, United Kingdom
2Center for Cardiovascular Imaging, United Kingdom
3Great Ormond Street Hospital, London, United Kingdom
4Institute of Cardiovascular Science, University College of London, UCL, London, United Kingdom
5Pediatrics, West Virginia University, Morgantown, United States of America
6Department of Radiology, Leiden University Medical Center, Leiden, Netherlands
Presenting Author: Mark Wrobel

Synopsis

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References

1. Moghari MH, Barthur A, Amaral ME, Geva T, Powell AJ. Free-breathing whole-heart 3D cine magnetic resonance imaging with prospective respiratory motion compensation. Magn Reson Med. 2018 Jul;80(1):181-189. doi: 10.1002/mrm.27021. Epub 2017 Dec 8. PMID: 29222852; PMCID: PMC5876089 [doi] [pmid]
2. Yoshida T, Chen JJ, Zhou B, Finn JP, Hu P, Nguyen KL. Ferumoxytol-enhanced 4D multiphase, steady-state 2. Yoshida T, Chen JJ, Zhou B, Finn JP, Hu P, Nguyen KL. Ferumoxytol-enhanced 4D multiphase, steady-state imaging with magnetic resonance in congenital heart disease: ventricular volume and function across 2D and 3D software platforms. Quant Imaging Med Surg. 2022 Sep;12(9):4377-4389. doi: 10.21037/qims-21-1243. PMID: 36060580; PMCID: PMC9403575 [doi] [pmid]
3. Roy CW, Di Sopra L, Whitehead KK, Piccini D, Yerly J, Heerfordt J, Ghosh RM, Fogel MA, Stuber M. Free-running cardiac and respiratory motion-resolved 5D whole-heart coronary cardiovascular magnetic resonance angiography in pediatric cardiac patients using ferumoxytol. J Cardiovasc Magn Reson. 2022 Jun 27;24(1):39. doi: 10.1186/s12968-022-00871-3. PMID: 35754040; PMCID: PMC9235103 [doi] [pmid]
4. 4. Zhuang X, Li L, Payer C, Stern D, Urschler M, Heinrich MP, et al. Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge. Med Image Anal. 2019 Dec;58:101537. doi: 10.1016/j.media.2019.101537. Epub 2019 Aug 1. PMID: 31446280; PMCID: PMC6839613. [doi] [pmid]
5. 5. Pace DF, Dalca AV, Geva T, Powell AJ, Moghari MH, Golland P. Interactive whole-heart segmentation in congenital heart disease. In: Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015. Lecture Notes in Computer Science. 2015;9351:80–88. doi: 10.1007/978-3-319-24574-4_10. [doi]

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http://echo.ismrm.org/p/ISMRM2026/468-04-007