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 …

Sparse reconstruction techniques in magnetic resonance imaging: methods, applications, and challenges to clinical adoption

AC Yang, M Kretzler, S Sudarski, V Gulani… - Investigative …, 2016 - journals.lww.com
The family of sparse reconstruction techniques, including the recently introduced
compressed sensing framework, has been extensively explored to reduce scan times in …

[HTML][HTML] Fully-automated global and segmental strain analysis of DENSE cardiovascular magnetic resonance using deep learning for segmentation and phase …

S Ghadimi, DA Auger, X Feng, C Sun, CH Meyer… - Journal of …, 2021 - Elsevier
Background Cardiovascular magnetic resonance (CMR) cine displacement encoding with
stimulated echoes (DENSE) measures heart motion by encoding myocardial displacement …

LAPNet: Non-rigid registration derived in k-space for magnetic resonance imaging

T Küstner, J Pan, H Qi, G Cruz, C Gilliam… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Physiological motion, such as cardiac and respiratory motion, during Magnetic Resonance
(MR) image acquisition can cause image artifacts. Motion correction techniques have been …

Fast low rank column-wise compressive sensing for accelerated dynamic MRI

S Babu, SG Lingala, N Vaswani - IEEE transactions on …, 2023 - ieeexplore.ieee.org
This work develops a novel set of algorithms, alternating Gradient Descent (GD) and
minimization for MRI (altGDmin-MRI1 and altGDmin-MRI2), for accelerated dynamic MRI by …

Deformation corrected compressed sensing (DC-CS): a novel framework for accelerated dynamic MRI

SG Lingala, E DiBella, M Jacob - IEEE transactions on medical …, 2014 - ieeexplore.ieee.org
We propose a novel deformation corrected compressed sensing (DC-CS) framework to
recover contrast enhanced dynamic magnetic resonance images from undersampled …

Infimal convolution of total generalized variation functionals for dynamic MRI

M Schloegl, M Holler, A Schwarzl… - Magnetic resonance …, 2017 - Wiley Online Library
Purpose To accelerate dynamic MR applications using infimal convolution of total
generalized variation functionals (ICTGV) as spatio‐temporal regularization for image …

[HTML][HTML] A review of 3D first-pass, whole-heart, myocardial perfusion cardiovascular magnetic resonance

MJ Fair, PD Gatehouse, EVR DiBella… - Journal of Cardiovascular …, 2015 - Elsevier
A comprehensive review is undertaken of the methods available for 3D whole-heart first-
pass perfusion (FPP) and their application to date, with particular focus on possible …

Simple motion correction strategy reduces respiratory-induced motion artifacts for kt accelerated and compressed-sensing cardiovascular magnetic resonance …

R Zhou, W Huang, Y Yang, X Chen, DS Weller… - Journal of …, 2018 - Springer
Background Cardiovascular magnetic resonance (CMR) stress perfusion imaging provides
important diagnostic and prognostic information in coronary artery disease (CAD). Current …

MRI artifact correction using sparse+ low‐rank decomposition of annihilating filter‐based hankel matrix

KH **, JY Um, D Lee, J Lee, SH Park… - Magnetic resonance in …, 2017 - Wiley Online Library
Purpose Magnetic resonance imaging (MRI) artifacts are originated from various sources
including instability of an magnetic resonance (MR) system, patient motion, inhomogeneities …