Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
560-03-014 ISMRM Abstract

Radiomic Signatures of Structural Alterations in Fontan Patients

Primary: Cardiovascular - Myocardium
Secondary: Pediatrics - Rare Disease
560-03-014 · Congenital Heart Disease, Valves, and Vessels · Wednesday, 13 May, 1:40 PM–2:35 PM · Digital Posters Row A
Keywords: Cardiac Cine MRI Congenital Heart Disease Radiomics analysis
Accepted
Yu-Chieh Wang 1, Ming-Ting Wu2, Ken-Pen Weng3, Hsu-Hsia Peng1
1Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu, Taiwan
2Department of Radiology, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
3Department of Pediatrics, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan
Presenting Author: Yu-Chieh Wang

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References

1. Meyer SL, St Clair N, Powell AJ, Geva T, Rathod RH. Integrated Clinical and Magnetic Resonance Imaging Assessments Late After Fontan Operation. J Am Coll Cardiol. 2021;77(20):2480-2489. doi:10.1016/j.jacc.2021.03.312 [doi]
2. Chowdhury SM, Graham EM, Taylor CL, et al. Diastolic Dysfunction With Preserved Ejection Fraction After the Fontan Procedure. J Am Heart Assoc. 2022;11(2):e024095. doi:10.1161/JAHA.121.024095 [doi]
3. Pisesky A, Reichert MJE, de Lange C, et al. Adverse fibrosis remodeling and aortopulmonary collateral flow are associated with poor Fontan outcomes. J Cardiovasc Magn Reson. 2021;23(1):134. Published 2021 Nov 15. doi:10.1186/s12968-021-00782-9 [doi]
4. Ma ZP, Wang SW, Xue LY, et al. A study on the application of radiomics based on cardiac MR non-enhanced cine sequence in the early diagnosis of hypertensive heart disease. BMC Med Imaging. 2024;24(1):124. Published 2024 May 27. doi:10.1186/s12880-024-01301-9 [doi]
5. Rauseo E, Izquierdo Morcillo C, Raisi-Estabragh Z, et al. New Imaging Signatures of Cardiac Alterations in Ischaemic Heart Disease and Cerebrovascular Disease Using CMR Radiomics. Front Cardiovasc Med. 2021;8:716577. Published 2021 Sep 23. doi:10.3389/fcvm.2021.716577 [doi]
6. Cetin I, Raisi-Estabragh Z, Petersen SE, et al. Radiomics Signatures of Cardiovascular Risk Factors in Cardiac MRI: Results From the UK Biobank. Front Cardiovasc Med. 2020;7:591368. Published 2020 Nov 2. doi:10.3389/fcvm.2020.591368 [doi]
7. Kessler EL, Boulaksil M, van Rijen HV, Vos MA, van Veen TA. Passive ventricular remodeling in cardiac disease: focus on heterogeneity. Front Physiol. 2014;5:482. Published 2014 Dec 22. doi:10.3389/fphys.2014.00482 [doi]
8. Kato A, Riesenkampff E, Yim D, Yoo SJ, Seed M, Grosse-Wortmann L. Pediatric Fontan patients are at risk for myocardial fibrotic remodeling and dysfunction. Int J Cardiol. 2017;240:172-177. doi:10.1016/j.ijcard.2017.04.073 [doi]
9. Ferreira VM, Piechnik SK, Robson MD, Neubauer S, Karamitsos TD. Myocardial tissue characterization by magnetic resonance imaging: novel applications of T1 and T2 mapping. J Thorac Imaging. 2014;29(3):147-154. doi:10.1097/RTI.0000000000000077 [doi]
10. Pu C, Hu X, Lv S, et al. Identification of fibrosis in hypertrophic cardiomyopathy: a radiomic study on cardiac magnetic resonance cine imaging. Eur Radiol. 2023;33(4):2301-2311. doi:10.1007/s00330-022-09217-0 [doi]

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http://echo.ismrm.org/p/ISMRM2026/560-03-014