561-01-011 ISMRM Abstract

Integrating DeepOxyMap and Residual GAN–Based Mapping for Differentiating Ischemic,Non-Ischemic, and Amyloid Cardiomyopathies

Primary: Cardiovascular - Heart Failure

Secondary: Analysis Methods - Image Synthesis and Translation

561-01-011 · Generative Models for Image Synthesis · Wednesday, 13 May, 8:20 AM–9:15 AM · Digital Posters Row B

Keywords: T1 Mapping Amyloid related imaging abnormalities Ischemic heart disease Generative adverserial networks (GANs) Non-ischemic heart disease

Accepted

faezeh Lotfikazemi ¹, Matthias Fridreich², mitchel benovoy, moezedinjavad rafiee, leila haririsanati, michael chetrit

¹McGill University Health Centre, Montreal, Canada

²Radiology, McGill University, Montreal, Canada

Presenting Author: faezeh Lotfikazemi

Synopsis

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References

1. Kim, P.K., et al., Myocardial T1 and T2 Mapping: Techniques and Clinical Applications. Korean J Radiol, 2017. 18(1): p. 113-131.

2. Alexandre, J., et al., Scar extent evaluated by late gadolinium enhancement CMR: a powerful predictor of long term appropriate ICD therapy in patients with coronary artery disease. J Cardiovasc Magn Reson, 2013. 15(1): p. 12.

3. Lotfikazemi, F., Harirchisanati, L., Benovoy, M., Chetrit, M., Friedrich, M., & Luu, J. (2024). , ENHANCING CARDIOMYOPATHY DIAGNOSIS: A DEEP LEARNING APPROACH USING OXYGENATION-SENSITIVE CARDIAC MRI TO VISUALIZE MYOCARDIAL SCAR. . Canadian Journal of Cardiology, 2024. 40(10), S158.

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/561-01-011