[HTML][HTML] Acquisition time reduction of diffusion-weighted liver imaging using deep learning image reconstruction
S Afat, J Herrmann, H Almansour, T Benkert… - Diagnostic and …, 2023 - Elsevier
Purpose The purpose of this study was to investigate the impact of deep learning
accelerated diffusion-weighted imaging (DWI DL) in 1.5-T liver MRI on image quality …
accelerated diffusion-weighted imaging (DWI DL) in 1.5-T liver MRI on image quality …
[HTML][HTML] Strategies and techniques for liver magnetic resonance imaging: new and pending applications for routine clinical practice
Magnetic resonance imaging (MRI) has emerged as the imaging modality of choice for
evaluating patients with focal or diffuse liver disease. Its unique advantages compared with …
evaluating patients with focal or diffuse liver disease. Its unique advantages compared with …
Accelerated diffusion-weighted imaging in 3 T breast MRI using a deep learning reconstruction algorithm with superresolution processing: a prospective comparative …
Objectives Diffusion-weighted imaging (DWI) enhances specificity in multiparametric breast
MRI but is associated with longer acquisition time. Deep learning (DL) reconstruction may …
MRI but is associated with longer acquisition time. Deep learning (DL) reconstruction may …
Feasibility of deep learning k-space-to-image reconstruction for diffusion weighted imaging in patients with breast cancers: Focus on image quality and reduced scan …
EJ Lee, YW Chang, JK Sung, B Thomas - European Journal of Radiology, 2022 - Elsevier
Purpose This study aimed to evaluate the feasibility of accelerated DLR (deep learning
reconstruction) single-shot echo planar imaging (ss-EPI) for diffusion-weighted image (DWI) …
reconstruction) single-shot echo planar imaging (ss-EPI) for diffusion-weighted image (DWI) …
Accelerated diffusion-weighted imaging of the prostate using deep learning image reconstruction: A retrospective comparison with standard diffusion-weighted …
S Ursprung, J Herrmann, N Joos, E Weiland… - European Journal of …, 2023 - Elsevier
Purpose Routine multiparametric MRI of the prostate reduces overtreatment and increases
sensitivity in the diagnosis of the most common solid cancer in men. However, the capacity …
sensitivity in the diagnosis of the most common solid cancer in men. However, the capacity …
Deep learning k‐space‐to‐image reconstruction facilitates high spatial resolution and scan time reduction in diffusion‐weighted imaging breast MRI
ST Sauer, SA Christner, AM Lois… - Journal of Magnetic …, 2024 - Wiley Online Library
Background For time‐consuming diffusion‐weighted imaging (DWI) of the breast, deep
learning‐based imaging acceleration appears particularly promising. Purpose To …
learning‐based imaging acceleration appears particularly promising. Purpose To …
Deep Learning–Accelerated Liver Diffusion-Weighted Imaging: Intraindividual Comparison and Additional Phantom Study of Free-Breathing and Respiratory …
Objectives Deep learning–reconstructed diffusion-weighted imaging (DL-DWI) is an
emerging promising time-efficient method for liver evaluation, but analyses regarding …
emerging promising time-efficient method for liver evaluation, but analyses regarding …
Clinical feasibility of deep learning reconstruction in liver diffusion-weighted imaging: Improvement of image quality and impact on apparent diffusion coefficient value
Q Chen, S Fang, Y Yuchen, R Li, R Deng… - European journal of …, 2023 - Elsevier
Purpose Diffusion-weighted imaging (DWI) of the liver suffers from low resolution, noise, and
artifacts. This study aimed to investigate the effect of deep learning reconstruction (DLR) on …
artifacts. This study aimed to investigate the effect of deep learning reconstruction (DLR) on …
Improvement of image quality in diffusion-weighted imaging with model-based deep learning reconstruction for evaluations of the head and neck
N Fujima, J Nakagawa, H Kameda, Y Ikebe… - … Resonance Materials in …, 2024 - Springer
Objectives To investigate the utility of deep learning (DL)-based image reconstruction using
a model-based approach in head and neck diffusion-weighted imaging (DWI). Materials and …
a model-based approach in head and neck diffusion-weighted imaging (DWI). Materials and …
Advanced MRI techniques in abdominal imaging
Magnetic resonance imaging (MRI) is a crucial modality for abdominal imaging evaluation of
focal lesions and tissue properties. However, several obstacles, such as prolonged scan …
focal lesions and tissue properties. However, several obstacles, such as prolonged scan …