Aug 2026· Academic Radiology· 0 citations· 26 references
Medicine
TL;DR
SS-TSE, independent of DLR, improved T2-weighted ancillary feature assessment and LI-RADS categorization of HCC over FB-TSE via a 91.8% reduction in acquisition time; DLR did not alter these outcomes but improved image quality and lesion conspicuity.
Abstract
Rationale
AND
Objectives
T2-weighted imaging is essential for liver magnetic resonance imaging (MRI), but conventional free-breathing turbo spin-echo (FB-TSE) is prolonged and motion-sensitive. Single-shot techniques offer motion robustness but compromise image quality. The aim is to evaluate whether single-shot turbo spin-echo (SS-TSE) provides superior lesion conspicuity and accurate Liver Imaging Reporting and Data System (LI-RADS) categorization compared with FB-TSE, and whether deep learning-based reconstruction (SS-TSE+DLR) preserves this benefit while improving image quality.
Materials And Methods
This prospective study enrolled 141 patients with chronic liver disease who underwent liver MRI with three T2-weighted sequences: FB-TSE (164 s), SS-TSE (13.5 s), and SS-TSE+DLR (13.5 s). Quantitative analysis assessed signal-to-noise ratio (SNR), signal homogeneity, and lesion-to-liver contrast-to-noise ratio (CNR) for 127 lesions ≥10 mm. Two radiologists independently evaluated qualitative image parameters and LI-RADS categories for 340 lesions ≥5 mm, including 213 hepatocellular carcinomas (HCCs), 104 cysts, and 23 hemangiomas.
Results
SS-TSE+DLR demonstrated significantly higher SNR, signal homogeneity, and CNR than both FB-TSE and SS-TSE (all p≤0.032). Qualitative scores for liver edge sharpness, vessel delineation, artifact suppression, and overall image quality favored SS-TSE+DLR (all p ≤ 0.046). Compared with FB-TSE, SS-TSE and SS-TSE+DLR significantly reduced false "favoring malignancy" assignments in benign lesions and "not identifiable" T2 features in HCC, facilitating significant upgrading from LR-3 to LR-4/5 (from 40.4%/41.8% to 67.1%/68.1%; p < 0.001) with significant overall LI-RADS categorization shift (p = 0.018).
Conclusion
SS-TSE, independent of DLR, improved T2-weighted ancillary feature assessment and LI-RADS categorization of HCC over FB-TSE via a 91.8% reduction in acquisition time; DLR did not alter these outcomes but improved image quality and lesion conspicuity.
PURPOSE
To evaluate the image quality of super-resolution deep learning reconstruction (SR-DLR) for 3-dimensional (3D) T1-weighted gradient-echo (GRE) imaging in contrast-enhanced MRI, compared with conventional reconstruction (Conv.) and standard deep learning reconstruction (DLR).
MATERIALS AND METHODS
This retrosp...
Kentaro Nishiuchi, K. Sofue, K. Tsukamoto et al.· Journal of computer assisted...· 0 citations
BACKGROUND
Respiratory-triggered T2-weighted imaging (T2WI) may use rectilinear sampling (respiratory-triggered fast recovery fast spin echo [RT-FRFSE]) or radial sampling (periodically rotated overlapping parallel lines with enhanced reconstruction [PROPELLER]). Their relative performance across breathing patterns is...
H. Park, Jimi Huh, K. Lee et al.· Journal of Magnetic Resonanc...· 1 citation
Boost iShim-DWI improves liver DWI image quality while preserving ADC comparability and may enhance differentiation of benign and malignant focal liver lesions.
Wen-Wen Fan, Qing-Lei Shi, Peng Wang et al.· MAGMA· 0 citations
BACKGROUND
Single-shot echo-planar imaging DWI (ss-EPI DWI) is susceptible to geometric distortions near air-tissue interfaces, limiting diagnostic accuracy. Multishot readout-segmented DWI (RESOLVE DWI) mitigates these artifacts but requires longer acquisition times. This study evaluated whether ss-EPI DWI with a deep...
M. Khalaf, Sebastian Altmann, Andrea Kronfeld et al.· Investigative Radiology· 0 citations
Purpose: To develop and evaluate an integrated acquisition and reconstruction framework for distortion-free, high-resolution prostate diffusion-weighted imaging (DWI). Methods: PROPELLER-DWI combines pulsed-gradient spin-echo diffusion preparation, an interleaved gradient-and-spin-echo PROPELLER acquisition with golden...
Jing-Jia Chen, Kun Zhou, Hao-Yang Pei et al.· 0 citations
The proposed dual-echo bSSFP/bDESS method provides a high-SNR and time-efficient strategy for sequence-specific T2-sensitive contrast characterization at ultra-low field.
Sheng Shen, Neha Koonjoo, Hester A. Braaksma et al.· IEEE transactions on bio-med...· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.