Literature DB >> 32957000

Accelerated MRI of the knee. Quality and efficiency of compressed sensing.

Andra-Iza Iuga1, Nuran Abdullayev2, Kilian Weiss3, Stefan Haneder2, Lisa Brüggemann-Bratke4, David Maintz2, Robert Rau5, Grischa Bratke2.   

Abstract

PURPOSE: To evaluate potential clinical acceleration factors of Compressed SENSE (CS)1 in direct comparison with SENSE for fat saturated (fs)2, proton density-weighted (PD)3 2D and 3D sequences of the knee.
METHOD: Twenty healthy volunteers were scanned with a 3 T scanner, all receiving a standard, fs 2D PD, three CS (CS 2, CS 3, CS 5) as well as time-equivalent SENSE accelerations (S 2, S 3, S 5). The fs 3D PD sequence was acquired with four CS (CS 6, CS 8, CS 10, CS 15) and equivalent SENSE (S 5.72, S 7.69, S 9.57, S 14) factors. Three independent readers rated the images. Signal-to-noise, contrast-to-noise, root-mean-square error and structural similarity index were analyzed for objective evaluation.
RESULTS: Scan time decreased with increasing CS factor (2D CS 2: 145 s, 2D CS 3: 95 s, 2D CS 5: 57 s, 3D CS 6: 293 s, 3D CS 8: 220 s, 3D CS 10: 176 s, 3D CS 15: 119 s). The 2D standard sequence was rated best for diagnostic certainty and overall image impression with an average of 4.97 ± 0.10 and 4.80 ± 0.24 (all p < 0.05), except for 2D CS 2 and 2D S 2. For the 3D sequences, the standard sequence performed better for both parameters for CS 15, S 9.57 and S 4, as well as S 7.69 for overall image impression while CS 8 was non-inferior for all tested criteria and CS 10 only inferior for delineation of the anterior cruciate ligament, both outperforming the time-equivalent SENSE accelerations.
CONCLUSION: Compressed SENSE can significantly decrease (34.39 % for 2D CS 2 and 54.17 % for 3D CS 10) scan time in knee imaging with unchanged diagnostic certainty and overall image impression compared to the clinical reference.
Copyright © 2020 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  3D imaging; Accelerated MRI scans; Knee; Knee MRI; Magnetic resonance imaging; Musculoskeletal imaging

Mesh:

Substances:

Year:  2020        PMID: 32957000     DOI: 10.1016/j.ejrad.2020.109273

Source DB:  PubMed          Journal:  Eur J Radiol        ISSN: 0720-048X            Impact factor:   3.528


  3 in total

1.  A Fast CS-Based Reconstruction Model with Total Variation Constraint for MRI Enhancement in K-Space Domain.

Authors:  Hongxuan Duan; Xiaochang Lv
Journal:  Comput Intell Neurosci       Date:  2022-07-06

2.  High-Resolution Simultaneous Multi-Slice Accelerated Turbo Spin-Echo Musculoskeletal Imaging: A Head-to-Head Comparison With Routine Turbo Spin-Echo Imaging.

Authors:  Feifei Gao; Zejun Wen; Shewei Dou; Xiaojing Kan; Shufang Wei; Yinghui Ge
Journal:  Front Physiol       Date:  2021-12-21       Impact factor: 4.566

3.  Feasibility of an accelerated 2D-multi-contrast knee MRI protocol using deep-learning image reconstruction: a prospective intraindividual comparison with a standard MRI protocol.

Authors:  Judith Herrmann; Gabriel Keller; Sebastian Gassenmaier; Dominik Nickel; Gregor Koerzdoerfer; Mahmoud Mostapha; Haidara Almansour; Saif Afat; Ahmed E Othman
Journal:  Eur Radiol       Date:  2022-04-07       Impact factor: 7.034

  3 in total

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