3 papers
cs.CV2024
PINNing Cerebral Blood Flow: Analysis of Perfusion MRI in Infants using Physics-Informed Neural Networks
Christoforos Galazis, Ching-En Chiu, Tomoki Arichi +2
Arterial spin labeling (ASL) magnetic resonance imaging (MRI) enables cerebral perfusion measurement, which is crucial in detecting and managing neurological issues in infants born…
cs.CV2023
High-Resolution Maps of Left Atrial Displacements and Strains Estimated with 3D Cine MRI using Online Learning Neural Networks
Christoforos Galazis, Samuel Shepperd, Emma Brouwer +7
The functional analysis of the left atrium (LA) is important for evaluating cardiac health and understanding diseases like atrial fibrillation. Cine MRI is ideally placed for the d…
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…