Detailed Information

Cited 2 time in webofscience Cited 2 time in scopus
Metadata Downloads

Evaluation of HASTE T2 weighted image with reduced echo time for detecting focal liver lesions in patients at risk of developing hepatocellular carcinoma

Authors
Han, S.[Han, S.]Lee, J.M.[Lee, J.M.]Kim, S.W.[Kim, S.W.]Park, S.[Park, S.]Nickel, M.D.[Nickel, M.D.]Yoon, J.H.[Yoon, J.H.]
Issue Date
Dec-2022
Publisher
Elsevier Ireland Ltd
Keywords
Carcinoma, hepatocellular; Deep learning; Image reconstruction; Liver; Magnetic resonance imaging
Citation
European Journal of Radiology, v.157
Indexed
SCIE
SCOPUS
Journal Title
European Journal of Radiology
Volume
157
URI
https://scholarworks.bwise.kr/skku/handle/2021.sw.skku/101231
DOI
10.1016/j.ejrad.2022.110588
ISSN
0720-048X
Abstract
Purpose: To compare the image quality and performance of half-Fourier acquisition single-shot turbo spin echo (HASTE) sequences, using compressed sensing (HASTE-CS) and deep-learning based reconstruction (HASTE-DL) in detecting focal liver lesions (FLLs), to those of T2-weighted image using BLADE sequence (T2WI) in patients at risk of developing hepatocellular carcinoma (HCC). Materials and methods: This retrospective study included patients at risk of developing HCC who underwent liver MRI including HASTE-DL, HASTE-CS, T2WI and DWI between January and June 2020. Three radiologists independently reviewed the image quality along with FLL detection in the three T2-based sequences and DWI. Reference lesion characterization was done using the complete set of MRI sequences according to the Liver Imaging Reporting and Data System (LI-RADS) v2018. Results: A total of 227 patients with 88 of whom had FLLs (n = 194, mean size 11.7 ± 10.9 mm) were included. HASTE-DL yielded the highest overall image quality, followed by HASTE-CS and T2WI (3.4 ± 0.5, 3.1 ± 0.6, 2.4 ± 0.5, respectively, P < 0.001 for all). In the detection of FLLs, HASTE-DL showed significantly higher sensitivity than T2WI (51.5 % vs 43.6 %, P = 0.007) whereas HASTE-CS and T2WI bore respectively little difference (P > 0.017) on per-patient basis. For LR-4, -5, -M lesions, HASTE-DL had significantly higher figure of merit than that of T2WI (0.58 vs 0.52, P < 0.001) in per-lesion basis. Conclusion: HASTE-DL demonstrated better image quality and higher performance for FLL detection than conventional T2WI in patients at risk of developing HCC. © 2022 Elsevier B.V.
Files in This Item
There are no files associated with this item.
Appears in
Collections
Medicine > Department of Medicine > 1. Journal Articles

qrcode

Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.

Altmetrics

Total Views & Downloads

BROWSE