Iterative denoising accelerated 3D SPACE FLAIR sequence for brain MR imaging at 3T

被引:11
|
作者
Eliezer, Michael [1 ,2 ]
Vaussy, Alexis [3 ]
Toupin, Solenn [3 ]
Barbe, Remy [1 ]
Kannengiesser, Stephan [4 ]
Stemmer, Alto [4 ]
Houdart, Emmanuel [1 ,2 ]
机构
[1] Lariboisiere Univ Hosp, Dept Neuroradiol, F-75010 Paris, France
[2] Univ Paris, Fac Med, F-75010 Paris, France
[3] Siemens Healthineers France, F-93210 St Denis, France
[4] Siemens Healthineers, D-91052 Erlangen, Germany
关键词
Magnetic resonance imaging (MRI); 3D FLAIR; Iterative denoising; Brain MRI; MULTIPLE-SCLEROSIS; 2D FLAIR; SUPPRESSION;
D O I
10.1016/j.diii.2021.09.004
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: The purpose of this study was to prospectively evaluate image quality of three-dimensional fluid attenuated inversion recovery (3D-FLAIR) sequence acquired with a high acceleration factor and reconstructed with iterative denoising (ID) for brain magnetic resonance imaging (MRI) at 3-T. Material and methods: Patients with brain tumor who underwent brain MRI were consecutively included. Two 3D-FLAIR sequences were successively performed for each patient. A first conventional FLAIR acquisition (conv-FLAIR) was performed with an acceleration factor of 6. The second acquisition was performed with an increased acceleration factor of 9. Two series one without ID (acc-FLAIR) and one with ID (acc-FLAIR-ID) were reconstructed. Two neuroradiologists independently assessed image quality, deep brain nuclei visualization and white matter/gray matter (WM/GM) differentiation on a 4-point scale. Results: Thirty patients with brain tumor were consecutively included in this study. There were 16 women and 14 men with a mean age of 54 +/- 17 (SD) years (range: 22-78 years). Scanning time of Acc-FLAIR-ID and Acc-FLAIR (4 min 40 sec) was 37% shorter than that of conv-FLAIR (2 min 50 sec) (P < 0.01). Improved image quality score was significantly different for both conv-FLAIR and acc-FLAIR-ID compared to acc-FLAIR (P < 0.01 for both). WM/GM differentiation score of conv-FLAIR was not significantly different compared to accFLAIR-ID (P = 0.10). Improved WM/GM differentiation score was different for both sequences compared to acc-FLAIR (P = 0.017 and P < 0.001). Deep brain nuclei visualization score was not different between convFLAIR and acc-FLAIR-ID (P = 0.71). However, the improved deep brain nuclei visualization score was signifi-cantly different for both sequences compared to acc-FLAIR (P < 0.001 for both). Conclusion: Scanning time of 3D-FLAIR sequence using a high acceleration factor reconstructed with ID algorithm can be reduced by 37% while preserving image quality for brain MRI. (c) 2021 Societe francaise de radiologie. Published by Elsevier Masson SAS. All rights reserved.
引用
收藏
页码:13 / 20
页数:8
相关论文
共 50 条
  • [1] Iterative Denoising Accelerated 3D FLAIR Sequence for Hydrops MR Imaging at 3T
    Quint, R.
    Vaussy, A.
    Stemmer, A.
    Hautefort, C.
    Houdart, E.
    Eliezer, M.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2023, 44 (09) : 1064 - 1069
  • [2] Assessment of sedated pediatric brain with 3D-FLAIR sequence at 3T MRI
    Ozcan, Umit Aksoy
    Isik, Ugur
    Ozpinar, Alp
    Baykan, Nigar
    Dincer, Alp
    BRAIN & DEVELOPMENT, 2015, 37 (05): : 495 - 500
  • [3] 3D-Flair sequence at 3T in cochlear otosclerosis
    Lombardo, Francesco
    De Cori, Sara
    Aghakhanyan, Gayane
    Montanaro, Domenico
    De Marchi, Daniele
    Frijia, Francesca
    Fortunato, Susanna
    Forli, Francesca
    Chiappino, Dante
    Berrettini, Stefano
    Canapicchi, Raffaello
    EUROPEAN RADIOLOGY, 2016, 26 (10) : 3744 - 3751
  • [4] 3D-Flair sequence at 3T in cochlear otosclerosis
    Francesco Lombardo
    Sara De Cori
    Gayane Aghakhanyan
    Domenico Montanaro
    Daniele De Marchi
    Francesca Frijia
    Susanna Fortunato
    Francesca Forli
    Dante Chiappino
    Stefano Berrettini
    Raffaello Canapicchi
    European Radiology, 2016, 26 : 3744 - 3751
  • [5] Accuracy of the Compressed Sensing Accelerated 3D-FLAIR Sequence for the Detection of MS Plaques at 3T
    Toledano-Massiah, S.
    Sayadi, A.
    de Boer, R.
    Gelderblom, J.
    Mahdjoub, R.
    Gerber, S.
    Zuber, M.
    Zins, M.
    Hodel, J.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2018, 39 (03) : 454 - 458
  • [6] 3D sensitivity encoded ellipsoidal MR spectroscopic imaging of gliomas at 3T
    Ozturk-Isik, Esin
    Chen, Albert. P.
    Crane, Jason C.
    Bian, Wei
    Xu, Duan
    Han, Eric T.
    Chang, Susan M.
    Vigneron, Daniel B.
    Nelson, Sarah J.
    MAGNETIC RESONANCE IMAGING, 2009, 27 (09) : 1249 - 1257
  • [7] Accelerated Pseudo 3D Dynamic Speech MR Imaging at 3T Using Unsupervised Deep Variational Manifold Learning
    Rusho, Rushdi Zahid
    Zou, Qing
    Alam, Wahidul
    Erattakulangara, Subin
    Jacob, Mathews
    Lingala, Sajan Goud
    MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2022, PT VI, 2022, 13436 : 697 - 706
  • [8] Analysis of the effect of motion on highly accelerated 3D FatNavs in 3D brain images acquired at 3T
    Marchetto, Elisa
    Gallichan, Daniel
    PLOS ONE, 2024, 19 (07):
  • [9] Comparison of 3D FLAIR, 2D FLAIR, and 2D T2-Weighted MR Imaging of Brain Stem Anatomy
    Kitajima, M.
    Hirai, T.
    Shigematsu, Y.
    Uetani, H.
    Iwashita, K.
    Morita, K.
    Komi, M.
    Yamashita, Y.
    AMERICAN JOURNAL OF NEURORADIOLOGY, 2012, 33 (05) : 922 - 927
  • [10] Pitfalls of 3D FLAIR Brain Imaging: A Prospective Comparison with 2D FLAIR
    Kakeda, Shingo
    Korogi, Yukunori
    Hiai, Yasuhiro
    Ohnari, Norihiro
    Sato, Toru
    Hirai, Toshinori
    ACADEMIC RADIOLOGY, 2012, 19 (10) : 1225 - 1232