Cardiac MRI: state of the art

PS Rajiah, CJ François, T Leiner - Radiology, 2023 - pubs.rsna.org
Cardiac MRI plays an important role in the evaluation of cardiovascular diseases (CVDs),
including ischemic heart disease, cardiomyopathy, valvular disease, congenital disease …

Deep learning-based reconstruction for cardiac MRI: a review

JA Oscanoa, MJ Middione, C Alkan, M Yurt, M Loecher… - Bioengineering, 2023 - mdpi.com
Cardiac magnetic resonance (CMR) is an essential clinical tool for the assessment of
cardiovascular disease. Deep learning (DL) has recently revolutionized the field through …

[HTML][HTML] Improving the efficiency and accuracy of cardiovascular magnetic resonance with artificial intelligence—review of evidence and proposition of a roadmap to …

Q Zhang, A Fotaki, S Ghadimi, Y Wang… - Journal of …, 2024 - Elsevier
Background Cardiovascular magnetic resonance (CMR) is an important imaging modality
for the assessment of heart disease; however, limitations of CMR include long exam times …

Simultaneous multi-slice cardiac MR multitasking for motion-resolved, non-ECG, free-breathing T1–T2 map**

X Mao, HL Lee, Z Hu, T Cao, F Han, S Ma… - Frontiers in …, 2022 - frontiersin.org
The aim of this study is to simultaneously quantify T1/T2 across three slices of the left-
ventricular myocardium without breath-holds or ECG monitoring, all within a 3 min scan …

Data-and physics-driven deep learning based reconstruction for fast mri: Fundamentals and methodologies

J Huang, Y Wu, F Wang, Y Fang, Y Nan… - IEEE Reviews in …, 2024 - ieeexplore.ieee.org
Magnetic Resonance Imaging (MRI) is a pivotal clinical diagnostic tool, yet its extended
scanning times often compromise patient comfort and image quality, especially in …

Data-consistent non-Cartesian deep subspace learning for efficient dynamic MR image reconstruction

Z Chen, Y Chen, Y ** with motion‐resolved cardiovascular MR multitasking
T Cao, N Wang, AC Kwan, HL Lee… - Magnetic resonance …, 2022 - Wiley Online Library
Purpose To develop a free‐breathing, non‐electrocardiogram technique for simultaneous
myocardial T1, T2, T2*, and fat‐fraction (FF) map** in a single scan. Methods The MR …

Primer and historical review on rapid cardiac CINE MRI

AD Curtis, HLM Cheng - Journal of Magnetic Resonance …, 2022 - Wiley Online Library
Acceleration is an important consideration when imaging moving organs such as the heart.
Not only does acceleration enable motion‐free scans but, more importantly, it lies at the …

Ultrasound transmission tomography image reconstruction with a fully convolutional neural network

W Zhao, H Wang, H Gemmeke… - Physics in Medicine …, 2020 - iopscience.iop.org
Image reconstruction of ultrasound computed tomography based on the wave equation is
able to show much more structural details than simpler ray-based image reconstruction …

Simultaneous multi-parametric acquisition and reconstruction techniques in cardiac magnetic resonance imaging: Basic concepts and status of clinical development

K Eyre, K Lindsay, S Razzaq, M Chetrit… - Frontiers in …, 2022 - frontiersin.org
Simultaneous multi-parametric acquisition and reconstruction techniques (SMART) are
gaining attention for their potential to overcome some of cardiovascular magnetic resonance …