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Updated: Sep 19, 2025
Dynamic Contrast Enhanced Magnetic Resonance Imaging of an Orthotopic Pancreatic Cancer Mouse Model
Published on: April 18, 2015
Utility of Thin-slice Single-shot T2-weighted MR Imaging with Deep Learning Reconstruction as a Protocol for
Kumi Ozaki1, Hanae Hasegawa1, Jihun Kwon2
1Department of Radiology, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan.
Purpose:
To assess the effects of industry-developed deep learning reconstruction with super resolution (DLR-SR) on single-shot turbo spin-echo (SshTSE) images with thickness of 2 mm with DLR (SshTSE2mm) relative to those of images with a thickness of 5 mm with DLR (SSshTSE5mm) in the patients with pancreatic cystic lesions.
Methods:
Thirty consecutive patients who underwent abdominal MRI examinations because of pancreatic cystic lesions under observation between June 2024 and July 2024 were enrolled. We qualitatively and quantitatively evaluated the image qualities of SshTSE2mm and SshTSE5mm with and without DLR-SR.
Results:
The SNRs of the pancreas, spleen, paraspinal muscle, peripancreatic fat, and pancreatic cystic lesions of SshTSE2mm with and without DLR-SR did not decrease in compared to that of SshTSE5mm with and without DLR-SR. There were no significant differences in contrast-to-noise ratios (CNRs) of the pancreas-to-cystic lesions and fat between 4 types of images. SshTSE2mm with DLR-SR had the highest image quality related to pancreas edge sharpness, perceived coarseness pancreatic duct clarity, noise, artifacts, overall image quality, and diagnostic confidence of cystic lesions, followed by SshTSE2mm without DLR-SR and SshTSE5mm with and without DLR-SR (P < 0.0001).
Conclusions:
SshTSE2mm with DLR-SR images had better quality than the other images and did not have decreased SNRs and CNRs. The thin-slice SshTSE with DLR-SR may be feasible and clinically useful for the evaluation of patients with pancreatic cystic lesions.
