Literature DB >> 30267462

Accelerated MRI of the Lumbar Spine Using Compressed Sensing: Quality and Efficiency.

Grischa Bratke1, Robert Rau1, Kilian Weiss2, Christoph Kabbasch1, Krishnan Sircar3, John N Morelli4, Thorsten Persigehl1, David Maintz1, Daniel Giese1, Stefan Haneder1.   

Abstract

BACKGROUND: Decreasing MRI scan time is a key factor to increase patient comfort and compliance as well as the productivity of MRI scanners. PURPOSE/HYPOTHESIS: Compressed sensing (CS) should significantly accelerate 3D scans. This study evaluated the clinical application and cost effectiveness of accelerated 3D T2 sequences of the lumbar spine. STUDY TYPE: Prospective, cross-sectional, observational. POPULATION: Twenty healthy volunteers and 10 patients. FIELD STRENGTH/SEQUENCE: A 3D T2 TSE sequence, identical 3D sequences with three different parallel imaging and CS accelerating factors, and 2D TSE sequences as a clinical reference were obtained on a 3T scanner. ASSESSMENT: Three readers evaluated the sequences for delineation of anatomical structures and image quality. A quantitative analysis consisting of root mean square error, structural similarity index, signal-to-noise ratio, and contrast-to-noise ratio were performed. The scan times were used to calculate cost differences for each sequence. STATISTICAL TESTS: An analysis of variance with repeated measurements and the Friedman test were used to test for potential differences between the sequences. Post-hoc analysis was made with the chi-squared and Tukey-Kramer test.
RESULTS: CS with factor 4.5 results in unchanged image quality compared to the T2 TSE for volunteers and patients (overall image impression: 4.75 vs. 4.20 [P = 0.73] and 4.90 vs. 4.47 [P = 0.44]). The CS 4.5 scan is 167 seconds (-39%) faster than the 3D and 216.5 seconds (-45%) faster than the 2D sequences. No significant differences was found for the diagnostic certainty in the volunteers and patients between 2D TSE and 3D CS 4.5 (P = 0.89 and P = 0.43). A reduction of scan time to 148 seconds (CS 8) was still rated acceptable for most diagnosis. DATA
CONCLUSION: CS accelerates the 3D T2 without compromising image quality. The 3D sequences offer comparable diagnostic quality to the clinical 2D standard with less scan time (-45%), potentially increasing the productivity of MRI scanners. LEVEL OF EVIDENCE: 1 Technical Efficacy: Stage 6 J. Magn. Reson. Imaging 2019;49:e164-e175.
© 2018 International Society for Magnetic Resonance in Medicine.

Entities:  

Keywords:  accelerated MRI scans; clinical standard; cost-benefit analysis; lumbar spine; magnetic resonance imaging; three-dimensional imaging

Year:  2018        PMID: 30267462     DOI: 10.1002/jmri.26526

Source DB:  PubMed          Journal:  J Magn Reson Imaging        ISSN: 1053-1807            Impact factor:   4.813


  8 in total

1.  Acceleration of pCASL-Based Cerebral 4D MR Angiography Using Compressed SENSE: A Comparison With SENSE.

Authors:  Maoxue Wang; Yiming Ma; Fei Chen; Fei Zhou; Jilei Zhang; Bing Zhang
Journal:  Front Neurol       Date:  2022-03-21       Impact factor: 4.003

2.  Imaging of the extracranial internal carotid artery in acute ischemic stroke: assessment of stenosis, plaques, and image quality using relaxation-enhanced angiography without contrast and triggering (REACT).

Authors:  Ulrike Cornelia Isabel Hoyer; Simon Lennartz; Nuran Abdullayev; Florian Fichter; Stephanie T Jünger; Lukas Goertz; Kai Roman Laukamp; Roman Johannes Gertz; Jan-Peter Grunz; Christopher Hohmann; David Maintz; Thorsten Persigehl; Christoph Kabbasch; Jan Borggrefe; Kilian Weiss; Lenhard Pennig
Journal:  Quant Imaging Med Surg       Date:  2022-07

3.  Acceleration of Brain TOF-MRA with Compressed Sensitivity Encoding: A Multicenter Clinical Study.

Authors:  J Ding; Y Duan; Z Zhuo; Y Yuan; G Zhang; Q Song; B Gao; B Zhang; M Wang; L Yang; Y Hou; J Yuan; C Feng; J Wang; L Lin; Y Liu
Journal:  AJNR Am J Neuroradiol       Date:  2021-04-15       Impact factor: 4.966

4.  Reduction of procedure times in routine clinical practice with Compressed SENSE magnetic resonance imaging technique.

Authors:  Elisabeth Sartoretti; Thomas Sartoretti; Christoph Binkert; Arash Najafi; Árpád Schwenk; Martin Hinnen; Luuk van Smoorenburg; Barbara Eichenberger; Sabine Sartoretti-Schefer
Journal:  PLoS One       Date:  2019-04-12       Impact factor: 3.240

5.  High-Resolution 3D versus Standard-Resolution 2D T2-Weighted Turbo Spin Echo MRI for the Assessment of Lumbar Nerve Root Compromise.

Authors:  Elisabeth Sartoretti; Thomas Sartoretti; Árpád Schwenk; Alex Alfieri; David Czell; Michael Wyss; Lukas Wildi; Christoph A Binkert; Sabine Sartoretti-Schefer
Journal:  Tomography       Date:  2022-01-24

6.  Introduction and reproducibility of an updated practical grading system for lumbar foraminal stenosis based on high-resolution MR imaging.

Authors:  Elisabeth Sartoretti; Michael Wyss; Alex Alfieri; Christoph A Binkert; Cyril Erne; Sabine Sartoretti-Schefer; Thomas Sartoretti
Journal:  Sci Rep       Date:  2021-06-07       Impact factor: 4.379

7.  Relaxation-Enhanced Angiography Without Contrast and Triggering (REACT) for Fast Imaging of Extracranial Arteries in Acute Ischemic Stroke at 3 T.

Authors:  Lenhard Pennig; Christoph Kabbasch; Ulrike Cornelia Isabel Hoyer; Simon Lennartz; David Zopfs; Lukas Goertz; Kai Roman Laukamp; Anton Wagner; Jan-Peter Grunz; Jonas Doerner; Thorsten Persigehl; Kilian Weiss; Jan Borggrefe
Journal:  Clin Neuroradiol       Date:  2020-10-07       Impact factor: 3.649

8.  Using the Compressed Sensing Technique for Lumbar Vertebrae Imaging: Comparison with Conventional Parallel Imaging.

Authors:  Tianyang Gao; Zhao Lu; Fengzhe Wang; Heng Zhao; Jiazheng Wang; Shinong Pan
Journal:  Curr Med Imaging       Date:  2021
  8 in total

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