[HTML][HTML] LAVA HyperSense and deep-learning reconstruction for near-isotropic (3D) enhanced magnetic resonance enterography in patients with Crohn's disease …

JH Son, Y Lee, HJ Lee, J Lee, H Kim… - Diagnostic and …, 2023 - ncbi.nlm.nih.gov
PURPOSE This study aimed to compare near-isotropic contrast-enhanced T1-weighted (CE-
T1W) magnetic resonance enterography (MRE) images reconstructed with vendor-supplied …

Enhancing gadoxetic acid–enhanced liver MRI: a synergistic approach with deep learning CAIPIRINHA-VIBE and optimized fat suppression techniques

H Wei, JH Yoon, SK Jeon, JW Choi, J Lee, JH Kim… - European …, 2024 - Springer
Objective To investigate whether a deep learning (DL) controlled aliasing in parallel imaging
results in higher acceleration (CAIPIRINHA)-volumetric interpolated breath-hold …

Advanced MRI techniques in abdominal imaging

Y Lee, S Yoon, M Paek, D Han, MH Choi, SH Park - Abdominal Radiology, 2024 - Springer
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 …

[HTML][HTML] Advanced Abdominal MRI Techniques and Problem-Solving Strategies

Y Lee, S Yoon, SH Park, MD Nickel - Journal of the Korean Society …, 2024 - ncbi.nlm.nih.gov
MRI plays an important role in abdominal imaging because of its ability to detect and
characterize focal lesions. However, MRI examinations have several challenges, such as …

Deep-learning-based 3D super-resolution CT radiomics model: Predict the Possibility of the Micropapillary/Solid Component of Lung Adenocarcinoma

X Xing, L Li, M Sun, J Yang, X Zhu, F Peng, J Du… - Heliyon, 2024 - cell.com
Objective Invasive lung adenocarcinoma (ILA) with micropapillary (MPP)/solid (SOL)
components has a poor prognosis. Preoperative identification is essential for decision …

[HTML][HTML] Prospective Deployment of Deep Learning Reconstruction Facilitates Highly Accelerated Upper Abdominal MRI

JM Brendel, J Jacoby, R Dehdab, S Ursprung, V Fritz… - Academic …, 2024 - Elsevier
Rationale and Objectives To compare a conventional T1 volumetric interpolated breath-hold
examination (VIBE) with SPectral Attenuated Inversion Recovery (SPAIR) fat saturation and …

[HTML][HTML] Deep Learning Accelerated Brain Diffusion-Weighted MRI with Super Resolution Processing

S Altmann, NF Grauhan, MAA Mercado, S Steinmetz… - Academic …, 2024 - Elsevier
Objectives To investigate the clinical feasibility and image quality of accelerated brain
diffusion-weighted imaging (DWI) with deep learning image reconstruction and super …

Abdominal MRI on a Commercial 0.55 T System: Initial Evaluation and Comparison to Higher Field Strengths

A Ramachandran, HK Hussain, V Gulani, L Kelsey… - Academic …, 2024 - Elsevier
Rationale and Objectives This study aims to assess the quality of abdominal MR images
acquired on a commercial 0.55 T scanner and compare these images with those acquired …

Application of a deep learning algorithm for three-dimensional T1-weighted gradient-echo imaging of gadoxetic acid-enhanced MRI in patients at a high risk of …

JH Kim, JH Yoon, SW Kim, J Park, SH Bae… - Abdominal Radiology, 2024 - Springer
Purpose To evaluate the efficacy of a vendor-specific deep learning reconstruction algorithm
(DLRA) in enhancing image quality and focal lesion detection using three-dimensional T1 …

[HTML][HTML] 복부자기공명영상고급기법과문제해결전략

이윤희, 윤성진, 박소현 - Journal of the Korean Society of Radiology, 2024 - jksronline.org
MRI plays an important role in abdominal imaging because of its ability to detect and
characterize focal lesions. However, MRI examinations have several challenges, such as …