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eess.IV2024
Classification of Mitral Regurgitation from Cardiac Cine MRI using Clinically-Interpretable Morphological Features
Y. On, K. Vimalesvaran, S. Zaman +6
The assessment of mitral regurgitation (MR) using cardiac MRI, particularly Cine MRI, is a promising technique due to its wide availability. However, some of the temporal informati…
eess.IV2023
High-resolution 3D Maps of Left Atrial Displacements using an Unsupervised Image Registration Neural Network
Christoforos Galazis, Anil Anthony Bharath, Marta Varela
Functional analysis of the left atrium (LA) plays an increasingly important role in the prognosis and diagnosis of cardiovascular diseases. Echocardiography-based measurements of L…
eess.IV2023
Automatic Aortic Valve Pathology Detection from 3-Chamber Cine MRI with Spatio-Temporal Attention Maps
Y. On, K. Vimalesvaran, C. Galazis +7
The assessment of aortic valve pathology using magnetic resonance imaging (MRI) typically relies on blood velocity estimates acquired using phase contrast (PC) MRI. However, abnorm…