4 papers
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…
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…
Prototype of a Cardiac MRI Simulator for the Training of Supervised Neural Networks
Marta Varela, Anil A Bharath
Supervised deep learning methods typically rely on large datasets for training. Ethical and practical considerations usually make it difficult to access large amounts of healthcare…
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…