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.
机构:
Univ Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USAUniv Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Xu, Duan
Cunningham, Charles H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Toronto, ON, Canada
Sunnybrook Hlth Sci Ctr, Toronto, ON M4N 3M5, CanadaUniv Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Cunningham, Charles H.
Chen, Albert P.
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机构:
Univ Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USAUniv Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Chen, Albert P.
Li, Yan
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h-index: 0
机构:
Univ Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USAUniv Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Li, Yan
Kelley, Douglas A. C.
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h-index: 0
机构:
GE Healthcare Technol, Global Appl Sci Lab, San Francisco, CA 94158 USAUniv Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Kelley, Douglas A. C.
Mukherjee, Pratik
论文数: 0引用数: 0
h-index: 0
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Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USAUniv Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Mukherjee, Pratik
Pauly, John M.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USAUniv Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Pauly, John M.
Nelson, Sarah J.
论文数: 0引用数: 0
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Univ Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USAUniv Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Nelson, Sarah J.
Vigneron, Daniel B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
Univ Calif San Francisco, Dept Radiol, San Francisco, CA 94143 USAUniv Calif San Francisco, Joint UCSF UC Berkeley Grad Grp Bioengn, San Francisco, CA 94143 USA
机构:
Tianjin Key Laboratory of Intelligent Computing & Novel Software Technology, Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, TianjinTianjin Key Laboratory of Intelligent Computing & Novel Software Technology, Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin
Zhao D.-X.
Liu P.-J.
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机构:
Tianjin Key Laboratory of Intelligent Computing & Novel Software Technology, Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, TianjinTianjin Key Laboratory of Intelligent Computing & Novel Software Technology, Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin
Liu P.-J.
Zhang D.-G.
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h-index: 0
机构:
Tianjin Key Laboratory of Intelligent Computing & Novel Software Technology, Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, TianjinTianjin Key Laboratory of Intelligent Computing & Novel Software Technology, Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology, Tianjin
机构:
Tianjin Key Laboratory of Intelligent Computing & Novel Software Technology, Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of TechnologyTianjin Key Laboratory of Intelligent Computing & Novel Software Technology, Key Laboratory of Computer Vision and System, Ministry of Education, Tianjin University of Technology
机构:
Johns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USAJohns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
Chhabra, A.
Thawait, G. K.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USAJohns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
Thawait, G. K.
Soldatos, T.
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h-index: 0
机构:
Johns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USAJohns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
Soldatos, T.
Thakkar, R. S.
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h-index: 0
机构:
Johns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USAJohns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
Thakkar, R. S.
Del Grande, F.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USAJohns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
Del Grande, F.
Chalian, M.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USAJohns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
Chalian, M.
Carrino, J. A.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USAJohns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA