Present and future innovations in AI and cardiac MRI

MA Morales, WJ Manning, R Nezafat - Radiology, 2024 - pubs.rsna.org
Cardiac MRI is used to diagnose and treat patients with a multitude of cardiovascular
diseases. Despite the growth of clinical cardiac MRI, complicated image prescriptions and …

[PDF][PDF] Cardiac diffusion-weighted and tensor imaging: A Society for Cardiovascular Magnetic Resonance (SCMR) special interest group consensus statement

E Dall'Armellina, DB Ennis, L Axel, P Croisille… - Journal of …, 2024 - hal.science
The SCMR Cardiac Diffusion Special Interest Group wrote this SCMR-endorsed consensus
paper to provide recommendations for the research and clinical application of cardiac …

Accelerating Cardiac Diffusion Tensor Imaging With a U‐Net Based Model: Toward Single Breath‐Hold

PF Ferreira, A Banerjee, AD Scott… - Journal of Magnetic …, 2022 - Wiley Online Library
Background In vivo cardiac diffusion tensor imaging (cDTI) characterizes myocardial
microstructure. Despite its potential clinical impact, considerable technical challenges exist …

Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study

J Huang, PF Ferreira, L Wang, Y Wu, AI Aviles-Rivero… - Scientific reports, 2024 - nature.com
In vivo cardiac diffusion tensor imaging (cDTI) is a promising Magnetic Resonance Imaging
(MRI) technique for evaluating the microstructure of myocardial tissue in living hearts …

[HTML][HTML] Synthetically trained convolutional neural networks for improved tensor estimation from free-breathing cardiac DTI

J Weine, RJH van Gorkum, CT Stoeck… - … Medical Imaging and …, 2022 - Elsevier
Cardiac diffusion tensor imaging (cDTI) provides invaluable information about the state of
myocardial microstructure. For further clinical dissemination, free-breathing acquisitions are …

Accelerating cardiac diffusion tensor imaging using Swin transformer with octave convolution

R Li, C Mo, G Wang, H Wang, J Huang… - International Journal of …, 2024 - Wiley Online Library
Cardiac diffusion tensor imaging (cDTI) is a promising and noninvasive magnetic resonance
imaging (MRI) technique for assessing myocardial fiber microstructure. However, its clinical …

Feasibility study of clinical target volume definition for soft-tissue sarcoma using muscle fiber orientations derived from diffusion tensor imaging

N Shusharina, X Liu, J Coll-Font, A Foster… - Physics in Medicine …, 2022 - iopscience.iop.org
Objective. Soft-tissue sarcoma spreads preferentially along muscle fibers. We explore the
utility of deriving muscle fiber orientations from diffusion tensor MRI (DT-MRI) for defining the …

[HTML][HTML] Cardiac diffusion-weighted and tensor imaging: A consensus statement from the special interest group of the Society for Cardiovascular Magnetic Resonance

E Dall'Armellina, DB Ennis, L Axel, P Croisille… - Journal of …, 2025 - Elsevier
Thanks to recent developments in cardiovascular magnetic resonance (CMR), cardiac
diffusion-weighted magnetic resonance is fast emerging in a range of clinical applications …

Attention-based q-space Deep Learning Generalized for Accelerated Diffusion Magnetic Resonance Imaging

F Zong, Z Zhu, J Zhang, X Deng, Z Li… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Diffusion magnetic resonance imaging (dMRI) is a non-invasive method for capturing the
microanatomical information of tissues by measuring the diffusion weighted signals along …

In vivo cardiac diffusion tensor imaging on an MR system featuring ultrahigh performance gradients with 200 mT/m maximum gradient strength

D Kara, Y Liu, S Chen, T Garrett… - Magnetic …, 2025 - Wiley Online Library
Purpose Our aim is to assess the potential of an MR system with ultrahigh performance
gradients (200 mT/m maximum gradient strength) to address two interrelated challenges in …