Deep learning in medical image registration: introduction and survey

A Hammoudeh, S Dupont - arXiv preprint arXiv:2309.00727, 2023 - arxiv.org
Image registration (IR) is a process that deforms images to align them with respect to a
reference space, making it easier for medical practitioners to examine various medical …

Stop moving: MR motion correction as an opportunity for artificial intelligence

Z Zhou, P Hu, H Qi - Magnetic Resonance Materials in Physics, Biology …, 2024 - Springer
Subject motion is a long-standing problem of magnetic resonance imaging (MRI), which can
seriously deteriorate the image quality. Various prospective and retrospective methods have …

Deformable image registration using vision transformers for cardiac motion estimation from cine cardiac MRI images

RR Upendra, R Simon, SM Shontz, CA Linte - International Conference on …, 2023 - Springer
Accurate cardiac motion estimation is a crucial step in assessing the kinematic and
contractile properties of the cardiac chambers, thereby directly quantifying the regional …

Deep Learning for Automatic Strain Quantification in Arrhythmogenic Right Ventricular Cardiomyopathy

L Alvarez-Florez, J Sander, M Bourfiss… - … Workshop on Statistical …, 2023 - Springer
Quantification of cardiac motion with cine Cardiac Magnetic Resonance Imaging (CMRI) is
an integral part of arrhythmogenic right ventricular cardiomyopathy (ARVC) diagnosis. Yet …

Deformable image registration using vision transformers for cardiac motion estimation from cine cardiac MRI

RR Upendra, R Simon, SM Shontz, CA Linte - 2023 - par.nsf.gov
Accurate cardiac motion estimation is a crucial step in assessing the kinematic and
contractile properties of the cardiac chambers, thereby directly quantifying the regional …