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 …
results in higher acceleration (CAIPIRINHA)-volumetric interpolated breath-hold …
[HTML][HTML] LAVA HyperSense and deep-learning reconstruction for near-isotropic (3D) enhanced magnetic resonance enterography in patients with Crohn's disease …
PURPOSE This study aimed to compare near-isotropic contrast-enhanced T1-weighted (CE-
T1W) magnetic resonance enterography (MRE) images reconstructed with vendor-supplied …
T1W) magnetic resonance enterography (MRE) images reconstructed with vendor-supplied …
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 …
components has a poor prognosis. Preoperative identification is essential for decision …
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 …
[HTML][HTML] Deep learning reconstruction for accelerated high-resolution upper abdominal MRI improves lesion detection without time penalty
JM Brendel, J Jacoby, R Dehdab, J Herrmann… - Diagnostic and …, 2024 - Elsevier
Purpose The purpose of this study was to compare a conventional T1-weighted volumetric
interpolated breath-hold examination (VIBE) sequence with a DL-reconstructed accelerated …
interpolated breath-hold examination (VIBE) sequence with a DL-reconstructed accelerated …
[HTML][HTML] Prospective deployment of deep learning reconstruction facilitates highly accelerated upper abdominal MRI
Rationale and Objectives To compare a conventional T1 volumetric interpolated breath-hold
examination (VIBE) with SPectral Attenuated Inversion Recovery (SPAIR) fat saturation and …
examination (VIBE) with SPectral Attenuated Inversion Recovery (SPAIR) fat saturation and …
[HTML][HTML] Advanced Abdominal MRI Techniques and Problem-Solving Strategies
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 …
characterize focal lesions. However, MRI examinations have several challenges, such as …
Deep Learning Reconstruction of Prospectively Accelerated MRI of the Pancreas: Clinical Evaluation of Shortened Breath-Hold Examinations With Dixon Fat …
M Chaika, JM Brendel, S Ursprung… - Investigative …, 2024 - journals.lww.com
Objective Deep learning (DL)–enabled magnetic resonance imaging (MRI) reconstructions
can enable shortening of breath-hold examinations and improve image quality by reducing …
can enable shortening of breath-hold examinations and improve image quality by reducing …
[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 …
diffusion-weighted imaging (DWI) with deep learning image reconstruction and super …
[HTML][HTML] Deep learning enabled near-isotropic CAIPIRINHA VIBE in the nephrogenic phase improves image quality and renal lesion conspicuity
Q Tan, J Miao, L Nitschke, MD Nickel… - European Journal of …, 2025 - Elsevier
Background Deep learning (DL) accelerated controlled aliasing in parallel imaging results in
higher acceleration (CAIPIRINHA)-volumetric interpolated breath-hold examination (VIBE) …
higher acceleration (CAIPIRINHA)-volumetric interpolated breath-hold examination (VIBE) …