[HTML][HTML] From compressed-sensing to artificial intelligence-based cardiac MRI reconstruction

A Bustin, N Fuin, RM Botnar, C Prieto - Frontiers in cardiovascular …, 2020 - frontiersin.org
Cardiac magnetic resonance (CMR) imaging is an important tool for the non-invasive
assessment of cardiovascular disease. However, CMR suffers from long acquisition times …

Reconstruction techniques for cardiac cine MRI

RM Menchón-Lara, F Simmross-Wattenberg… - Insights into …, 2019 - Springer
The present survey describes the state-of-the-art techniques for dynamic cardiac magnetic
resonance image reconstruction. Additionally, clinical relevance, main challenges, and …

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 …

Improving 3D-CINE tTV-regularized whole-heart MRI reconstruction

B Milani, C Roy, JB Ledoux, D Rotzinger, A Masi… - medRxiv, 2024 - medrxiv.org
Purpose: To improve the image quality of 3D radial free-running MRI data of the heart
through a deliberate and stepwise extension of the XD-GRASP reconstruction. Methods …

Groupwise non-rigid registration with deep learning: an affordable solution applied to 2D cardiac cine MRI reconstruction

E Martín-González, T Sevilla, A Revilla-Orodea… - Entropy, 2020 - mdpi.com
Groupwise image (GW) registration is customarily used for subsequent processing in
medical imaging. However, it is computationally expensive due to repeated calculation of …

Fast 4D elastic group-wise image registration. Convolutional interpolation revisited

RM Menchón-Lara, J Royuela-del-Val… - Computer Methods and …, 2021 - Elsevier
Abstract Background and Objective: This paper proposes a new and highly efficient
implementation of 3D+ t groupwise registration based on the free-form deformation …

Multi-Device Parallel MRI Reconstruction: Efficient Partitioning for Undersampled 5D Cardiac CINE

E López-Ales, RM Menchón-Lara… - Sensors, 2024 - mdpi.com
Cardiac CINE, a form of dynamic cardiac MRI, is indispensable in the diagnosis and
treatment of heart conditions, offering detailed visualization essential for the early detection …

Space-time variant weighted regularization in compressed sensing cardiac cine MRI

A Godino-Moya, J Royuela-del-Val, M Usman… - Magnetic resonance …, 2019 - Elsevier
Purpose To analyze the impact on image quality and motion fidelity of a motion-weighted
space-time variant regularization term in compressed sensing cardiac cine MRI. Methods kt …

Notes on Fifth Dimension Modelling in Cardiovascular System Using Artificial Intelligence-Based Tools

R Mahmoudi, S Slama, N Benameur… - World Conference on …, 2022 - Springer
Advances in cardiac disease prediction and diagnostic tools, as well as the development of
artificial intelligence-based approaches and recent MRI techniques, have the power to tip …