Cardiac MR: from theory to practice

TF Ismail, W Strugnell, C Coletti… - Frontiers in …, 2022 - frontiersin.org
Cardiovascular disease (CVD) is the leading single cause of morbidity and mortality,
causing over 17. 9 million deaths worldwide per year with associated costs of over $800 …

CINENet: deep learning-based 3D cardiac CINE MRI reconstruction with multi-coil complex-valued 4D spatio-temporal convolutions

T Küstner, N Fuin, K Hammernik, A Bustin, H Qi… - Scientific reports, 2020 - nature.com
Cardiac CINE magnetic resonance imaging is the gold-standard for the assessment of
cardiac function. Imaging accelerations have shown to enable 3D CINE with left ventricular …

Utility of CT and MRI in tricuspid valve interventions

PS Rajiah, P Reddy, V Baliyan, SS Hedgire, TA Foley… - Radiographics, 2023 - pubs.rsna.org
Transcatheter tricuspid valve interventions (TTVIs) comprise a variety of catheter-based
interventional techniques for treatment of tricuspid regurgitation (TR) in patients at high …

The state-of-the-art in cardiac mri reconstruction: Results of the cmrxrecon challenge in miccai 2023

J Lyu, C Qin, S Wang, F Wang, Y Li, Z Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Cardiac MRI, crucial for evaluating heart structure and function, faces limitations like slow
imaging and motion artifacts. Undersampling reconstruction, especially data-driven …

Compact pediatric cardiac magnetic resonance imaging protocols

EJ Zucker - Pediatric Radiology, 2023 - Springer
Cardiac MRI is in many respects an ideal modality for pediatric cardiovascular imaging,
enabling a complete noninvasive assessment of anatomy, morphology, function and flow in …

Unsupervised reconstruction of accelerated cardiac cine MRI using neural fields

T Catalán, M Courdurier, A Osses, A Fotaki… - Computers in Biology …, 2025 - Elsevier
Background: Cardiac cine MRI is the gold standard for cardiac functional assessment, but
the inherently slow acquisition process creates the necessity of reconstruction approaches …

From Compressed‐Sensing to Deep Learning MR: Comparative Biventricular Cardiac Function Analysis in a Patient Cohort

X Yan, Y Luo, X Chen, EZ Chen, Q Liu… - Journal of Magnetic …, 2024 - Wiley Online Library
Background Conventional segmented, retrospectively gated cine (Conv‐cine) is challenged
in patients with breath‐hold difficulties. Compressed sensing (CS) has shown values in cine …

[HTML][HTML] Localized strain characterization of cardiomyopathy in Duchenne muscular dystrophy using novel 4D kinematic analysis of cine cardiovascular magnetic …

CC Earl, VI Pyle, SQ Clark, K Annamalai… - Journal of …, 2023 - Elsevier
Background Cardiomyopathy (CMP) is the most common cause of mortality in Duchenne
muscular dystrophy (DMD), though the age of onset and clinical progression vary. We …

Texdc: Text-driven disease-aware 4d cardiac cine mri images generation

C Liu, X Yuan, ZP Yu, Y Wang - Proceedings of the Asian …, 2024 - openaccess.thecvf.com
Generating disease-aware cardiac cine magnetic resonance imaging (cine MRI) images has
immense potential in medical research, with recent advancements in text-driven image …

Temporally aware volumetric generative adversarial network‐based MR image reconstruction with simultaneous respiratory motion compensation: Initial feasibility in …

V Ghodrati, M Bydder, A Bedayat… - Magnetic resonance …, 2021 - Wiley Online Library
Purpose Develop a novel three‐dimensional (3D) generative adversarial network (GAN)‐
based technique for simultaneous image reconstruction and respiratory motion …