[HTML][HTML] McSTRA: A multi-branch cascaded swin transformer for point spread function-guided robust MRI reconstruction

M Ekanayake, K Pawar, M Harandi, G Egan… - Computers in Biology …, 2024 - Elsevier
Deep learning MRI reconstruction methods are often based on Convolutional neural
network (CNN) models; however, they are limited in capturing global correlations among …

Rapid submillimeter QSM and R2* mapping using interleaved multishot 3D‐EPI at 7 and 3 Tesla

R Stirnberg, A Deistung… - Magnetic resonance …, 2024 - Wiley Online Library
Purpose To explore the high signal‐to‐noise ratio (SNR) efficiency of interleaved multishot
3D‐EPI with standard image reconstruction for fast and robust high‐resolution whole‐brain …

Motion compensated structured low‐rank reconstruction for 3D multi‐shot EPI

X Chen, W Wu, M Chiew - Magnetic Resonance in Medicine, 2024 - Wiley Online Library
Purpose The 3D multi‐shot EPI imaging offers several benefits including higher SNR and
high isotropic resolution compared to 2D single shot EPI. However, it suffers from shot‐to …

Spherical echo‐planar time‐resolved imaging (sEPTI) for rapid 3D quantitative and susceptibility imaging

N Wang, C Liao, X Cao, M Nishimura… - Magnetic …, 2025 - Wiley Online Library
Purpose To develop a 3D spherical EPTI (sEPTI) acquisition and a comprehensive
reconstruction pipeline for rapid high‐quality whole‐brain submillimeter T 2* T _2^ ∗ and …

A new 3D phase unwrapping method by region partitioning and local polynomial modeling in abdominal quantitative susceptibility mapping

J Cheng, M Song, Z Xu, Q Zheng, L Zhu… - Frontiers in …, 2023 - frontiersin.org
Background Accurate phase unwrapping is a critical prerequisite for successful applications
in phase-related MRI, including quantitative susceptibility mapping (QSM) and susceptibility …

Three‐dimensional EPI with shot‐selective CAIPIRIHANA for rapid high‐resolution quantitative susceptibility mapping at 3 T

M Tourell, J Jin, B Bachrata, A Stewart… - Magnetic …, 2024 - Wiley Online Library
Purpose QSM provides insight into healthy brain aging and neuropathologies such as
multiple sclerosis (MS), traumatic brain injuries, brain tumors, and neurodegenerative …

Strategically Acquired Gradient Echo (STAGE) Imaging, part IV: Constrained Reconstruction of White Noise (CROWN) Processing as a Means to Improve Signal-to …

EM Haacke, Q Xu, P Kokeny, S Gharabaghi… - Magnetic Resonance …, 2024 - Elsevier
Increasing the signal-to-noise ratio (SNR) has always been of critical importance for
magnetic resonance imaging. Although increasing field strength provides a linear increase …

Three‐dimensional echo‐shifted EPI with simultaneous blip‐up and blip‐down acquisitions for correcting geometric distortion

K Sun, Z Chen, G Dan, Q Luo, L Yan… - Magnetic resonance …, 2023 - Wiley Online Library
Purpose EPI with blip‐up/down acquisition (BUDA) can provide high‐quality images with
minimal distortions by using two readout trains with opposing phase‐encoding gradients …

Motion-Informed Deep Learning for Brain MR Image Reconstruction Framework

Z Chen, K Pawar, KT Islam, H Peiris, G Egan… - arXiv preprint arXiv …, 2024 - arxiv.org
Motion artifacts in Magnetic Resonance Imaging (MRI) are one of the frequently occurring
artifacts due to patient movements during scanning. Motion is estimated to be present in …

An adaptive parameter decoupling algorithm-based image reconstruction model (ADAIR) for rapid golden-angle radial DCE-MRI

Z Chen, Z Yuan, J Cheng, J Liu, F Liu… - Physics in Medicine & …, 2024 - iopscience.iop.org
Objective. The acceleration of magnetic resonance imaging (MRI) acquisition is crucial for
both clinical and research applications, particularly in dynamic MRI. Existing compressed …