[HTML][HTML] From compressed-sensing to artificial intelligence-based cardiac MRI reconstruction
Cardiac magnetic resonance (CMR) imaging is an important tool for the non-invasive
assessment of cardiovascular disease. However, CMR suffers from long acquisition times …
assessment of cardiovascular disease. However, CMR suffers from long acquisition times …
Cardiac MR: from theory to practice
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 …
causing over 17. 9 million deaths worldwide per year with associated costs of over $800 …
Five‐minute whole‐heart coronary MRA with sub‐millimeter isotropic resolution, 100% respiratory scan efficiency, and 3D‐PROST reconstruction
Purpose To enable whole‐heart 3D coronary magnetic resonance angiography (CMRA)
with isotropic sub‐millimeter resolution in a clinically feasible scan time by combining …
with isotropic sub‐millimeter resolution in a clinically feasible scan time by combining …
Deep‐learning based super‐resolution for 3D isotropic coronary MR angiography in less than a minute
Purpose To develop and evaluate a novel and generalizable super‐resolution (SR) deep‐
learning framework for motion‐compensated isotropic 3D coronary MR angiography …
learning framework for motion‐compensated isotropic 3D coronary MR angiography …
Motion robust high resolution 3D free‐breathing pulmonary MRI using dynamic 3D image self‐navigator
Purpose To achieve motion robust high resolution 3D free‐breathing pulmonary MRI
utilizing a novel dynamic 3D image navigator derived directly from imaging data. Methods …
utilizing a novel dynamic 3D image navigator derived directly from imaging data. Methods …
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 …
compressed sensing framework, has been extensively explored to reduce scan times in …
[HTML][HTML] 3D whole-heart isotropic sub-millimeter resolution coronary magnetic resonance angiography with non-rigid motion-compensated PROST
Background To enable free-breathing whole-heart sub-millimeter resolution coronary
magnetic resonance angiography (CMRA) in a clinically feasible scan time by combining …
magnetic resonance angiography (CMRA) in a clinically feasible scan time by combining …
Rapid knee MRI acquisition and analysis techniques for imaging osteoarthritis
Osteoarthritis (OA) of the knee is a major source of disability that has no known treatment or
cure. Morphological and compositional MRI is commonly used for assessing the bone and …
cure. Morphological and compositional MRI is commonly used for assessing the bone and …
Rapid compressed sensing reconstruction of 3D non‐Cartesian MRI
Purpose Conventional non‐Cartesian compressed sensing requires multiple nonuniform
Fourier transforms every iteration, which is computationally expensive. Accordingly, time …
Fourier transforms every iteration, which is computationally expensive. Accordingly, time …
A multi-scale variational neural network for accelerating motion-compensated whole-heart 3D coronary MR angiography
Purpose To enable fast reconstruction of undersampled motion-compensated whole-heart
3D coronary magnetic resonance angiography (CMRA) by learning a multi-scale variational …
3D coronary magnetic resonance angiography (CMRA) by learning a multi-scale variational …