Accelerated MR spectroscopic imaging—a review of current and emerging techniques
Over more than 30 years in vivo MR spectroscopic imaging (MRSI) has undergone an
enormous evolution from theoretical concepts in the early 1980s to the robust imaging …
enormous evolution from theoretical concepts in the early 1980s to the robust imaging …
[HTML][HTML] Microstructural imaging of human neocortex in vivo
The neocortex of the human brain is the seat of higher brain function. Modern imaging
techniques, chief among them magnetic resonance imaging (MRI), allow non-invasive …
techniques, chief among them magnetic resonance imaging (MRI), allow non-invasive …
MD-Recon-Net: a parallel dual-domain convolutional neural network for compressed sensing MRI
Compressed sensing magnetic resonance imaging (CS-MRI) is a theoretical framework that
can accurately reconstruct images from undersampled k-space data with a much lower …
can accurately reconstruct images from undersampled k-space data with a much lower …
Clinical assessment of deep learning–based super-resolution for 3D volumetric brain MRI
JD Rudie, T Gleason, MJ Barkovich… - Radiology: Artificial …, 2022 - pubs.rsna.org
Artificial intelligence (AI)–based image enhancement has the potential to reduce scan times
while improving signal-to-noise ratio (SNR) and maintaining spatial resolution. This study …
while improving signal-to-noise ratio (SNR) and maintaining spatial resolution. This study …
MRI techniques to decrease imaging times in children
BM Kozak, C Jaimes, J Kirsch, MS Gee - Radiographics, 2020 - pubs.rsna.org
Long acquisition times can limit the use of MRI in pediatric patients, and the use of sedation
or general anesthesia is frequently necessary to facilitate diagnostic examinations. The use …
or general anesthesia is frequently necessary to facilitate diagnostic examinations. The use …
[HTML][HTML] 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 …
Abbreviated MRI protocols for the abdomen
R Canellas, AB Rosenkrantz, B Taouli, E Sala… - Radiographics, 2019 - pubs.rsna.org
Technical advances in MRI have improved image quality and have led to expanding clinical
indications for its use. However, long examination and interpretation times, as well as higher …
indications for its use. However, long examination and interpretation times, as well as higher …
ReconFormer: Accelerated MRI reconstruction using recurrent transformer
The accelerating magnetic resonance imaging (MRI) reconstruction process is a challenging
ill-posed inverse problem due to the excessive under-sampling operation in-space. In this …
ill-posed inverse problem due to the excessive under-sampling operation in-space. In this …
Dual‐domain reconstruction network with V‐Net and K‐Net for fast MRI
X Liu, Y Pang, R Jin, Y Liu… - Magnetic Resonance in …, 2022 - Wiley Online Library
Purpose To introduce a dual‐domain reconstruction network with V‐Net and K‐Net for
accurate MR image reconstruction from undersampled k‐space data. Methods Most state‐of …
accurate MR image reconstruction from undersampled k‐space data. Methods Most state‐of …
PIC-GAN: a parallel imaging coupled generative adversarial network for accelerated multi-channel MRI reconstruction
In this study, we proposed a model combing parallel imaging (PI) with generative
adversarial network (GAN) architecture (PIC-GAN) for accelerated multi-channel magnetic …
adversarial network (GAN) architecture (PIC-GAN) for accelerated multi-channel magnetic …