Cardiovascular MRI in the era of artificial intelligence

Reza Nezafat

doi:10.1117/12.2620376

4 April 2022 Cardiovascular MRI in the era of artificial intelligence

Reza Nezafat

Proceedings Volume 12036, Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging; 1203602 (2022) https://doi.org/10.1117/12.2620376
Event: SPIE Medical Imaging, 2022, San Diego, California, United States

Abstract

Cardiovascular disease is the leading cause of death and a significant contributor of health care costs. Noninvasive imaging plays an essential role in the management of patients with cardiovascular disease. Cardiac magnetic resonance (MR) can non-invasively assess heart and vascular abnormalities, including biventricular structure/function, blood hemodynamics, myocardial tissue composition, microstructure, perfusion, metabolism, coronary microvascular function, and aortic distensibility/stiffness. Its ability to characterize myocardial tissue composition is unique among alternative imaging modalities in cardiovascular disease. Advances in cardiac MR techniques, particularly faster image acquisition, quantitative myocardial tissue characterization, and image analysis have been critical to its growth. With recent advances in artificial intelligence, there are significant potential to improve various aspects of cardiac MR. In this presentation, I will review potentials and challenges of use of artificial intelligence in cardiac MR.

Conference Presentation

Citation Download Citation

Reza Nezafat "Cardiovascular MRI in the era of artificial intelligence", Proc. SPIE 12036, Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging, 1203602 (4 April 2022); https://doi.org/10.1117/12.2620376

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