Accelerated MRI of the fetal heart using compressed sensing and metric optimized gating

CW Roy, M Seed, CK Macgowan - Magnetic Resonance in …, 2017 - Wiley Online Library
Purpose To develop and validate a method for accelerated time‐resolved imaging of the
fetal heart using a combination of compressed sensing (CS) and metric optimized gating …

An automatic threshold OMP algorithm based on QR decomposition for magnetic resonance image reconstruction

YY Ni, FY Wu, HZ Yang - Circuits, Systems, and Signal Processing, 2024 - Springer
In magnetic resonance (MR) image reconstruction, the orthogonal matching pursuit (OMP) is
widely recognized for its simplicity and competitive performance. However, OMP designs a …

Attention-enhanced convolutional iterative unrolling network for under-sampled mri reconstruction

M Ma, H Gan - IEEE Transactions on Emerging Topics in …, 2024 - ieeexplore.ieee.org
Compressed Sensing Magnetic Resonance Imaging (CS-MRI) enables high-quality image
reconstruction from a small set of the k-space data, thereby accelerating the efficiency of …

Application of the compressed sensing technique to self‐gated cardiac cine sequences in small animals

P Montesinos, JFPJ Abascal, L Cussó… - Magnetic …, 2014 - Wiley Online Library
Purpose Self‐gated cine sequences are a common choice for cardiac MRI in preclinical
applications. The aims of our work were to apply the compressed sensing technique to …

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 …

Proximal gradient algorithm with dual momentum for robust compressive sensing MRI

Z **e, L Liu, Z Chen, C Wang - Signal Processing, 2025 - Elsevier
Adopting the new signal acquisition technology Compressive Sensing (CS) to Magnetic
Resonance Imaging (MRI) reconstruction has been proved to be an effective scheme for …

MR image reconstruction using compressed sensing

M Fuderer, MI Doneva - US Patent 9,964,615, 2018 - Google Patents
The invention relates to a method of MR imaging of an object (10) placed in an examination
volume of a MR device (1). The method comprises the steps of: subjecting the object (10) to …

An iterative method with enhanced Laplacian-scaled thresholding for noise-robust compressive sensing magnetic resonance image reconstruction

ZH **e, LJ Liu, XY Wang, C Yang - IEEE Access, 2020 - ieeexplore.ieee.org
Compressive sensing (CS) has proven to be an efficient technique for accelerating magnetic
resonance imaging (MRI) acquisition through breaking the Nyquist sampling limit. However …

Novel parallel Givens QR decomposition implementation on VLIW architecture with Efficient memory access for real time image processing applications

M Najoui, A Hatim, S Belkouch - … of the 2nd international Conference on …, 2017 - dl.acm.org
Compressed Sensing (CS) methods impact is important in the health care systems. The
acquisition and the processing speed of many medical imaging applications is highly …

Compressed sensing for cardiac MRI cine sequences: A real implementation on a small-animal scanner

P Montesinos, J Abascal, C Chavarrías… - … Conference on Medical …, 2014 - Springer
Over the lasts years many works have addressed the potential of compressed sensing
techniques to accelerate acquisition of cardiac MRI. However, most of these works claimed …