Synthetic MRI for Clinical Neuroimaging: Results of the Magnetic Resonance Image Compilation (MAGiC) Prospective, Multicenter, Multireader Trial

被引:207
作者
Tanenbaum, L. N. [1 ]
Tsiouris, A. J. [2 ]
Johnson, A. N. [3 ,4 ]
Naidich, T. P. [8 ]
DeLano, M. C. [9 ]
Melhem, E. R. [10 ]
Quarterman, P. [5 ]
Parameswaran, S. X. [4 ]
Shankaranarayanan, A. [6 ]
Goyen, M. [7 ]
Field, A. S. [11 ]
机构
[1] RadNet Inc, Lenox Hill Radiol, New York, NY USA
[2] Weill Cornell Med Ctr, Dept Radiol, New York, NY USA
[3] Texas Tech Univ, Dept Tech Commun, Sci & Healthcare, Lubbock, TX 79409 USA
[4] GE Healthcare, Technol & Med Innovat Org, Milwaukee, WI USA
[5] GE Healthcare, Healthcare Imaging MRI, Milwaukee, WI USA
[6] GE Healthcare, Healthcare Imaging MRI Neuro Applicat, Milwaukee, WI USA
[7] GE Healthcare, Med Affairs, Milwaukee, WI USA
[8] Mt Sinai Hosp, Dept Neuroradiol, New York, NY USA
[9] Michigan State Univ, Div Radiol & Biomed Imaging, Adv Radiol Serv PC, Grand Rapids, MI USA
[10] Univ Maryland, Sch Med, Dept Diagnost Radiol & Nucl Med, Baltimore, MD 21201 USA
[11] Univ Wisconsin, Dept Radiol, Sch Med & Publ Hlth, Madison, WI 53706 USA
关键词
TUMEFACTIVE DEMYELINATING LESIONS; HYPERINTENSE CEREBROSPINAL-FLUID; INVERSION-RECOVERY IMAGES; DIFFERENTIAL-DIAGNOSIS; PROTON DENSITY; BRAIN; QUANTIFICATION; FEASIBILITY; SPECIFICITY; SENSITIVITY;
D O I
10.3174/ajnr.A5227
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
The authors performed a prospective multireader, multicasenoninferiority trial of 1526 images read by 7 blinded neuroradiologists with prospectively acquired synthetic and conventional brain MR imaging case-control pairs from 109 subjects with neuroimaging indications. Each case included conventional T1- and T2-weighted, T1 and T2 FLAIR, and STIR and/or proton density and synthetic reconstructions from multiple-dynamic multiple-echo imaging. Images were randomized and independently assessed. Overall synthetic MR imaging quality was similar to that of conventional proton-density, STIR, and T1- and T2-weighted contrast views across neurologic conditions. Artifacts were more common in synthetic T2 FLAIR, but were readily recognizable and did not mimic pathology. BACKGROUND AND PURPOSE: Synthetic MR imaging enables reconstruction of various image contrasts from 1 scan, reducing scan times and potentially providing novel information. This study is the first large, prospective comparison of synthetic-versus-conventional MR imaging for routine neuroimaging. MATERIALS AND METHODS: A prospective multireader, multicase noninferiority trial of 1526 images read by 7 blinded neuroradiologists was performed with prospectively acquired synthetic and conventional brain MR imaging case-control pairs from 109 subjects (mean, 53.0 18.5 years of age; range, 19-89 years of age) with neuroimaging indications. Each case included conventional T1- and T2-weighted, T1 and T2 FLAIR, and STIR and/or proton density and synthetic reconstructions from multiple-dynamic multiple-echo imaging. Images were randomized and independently assessed for diagnostic quality, morphologic legibility, radiologic findings indicative of diagnosis, and artifacts. RESULTS: Clinical MR imaging studies revealed 46 healthy and 63 pathologic cases. Overall diagnostic quality of synthetic MR images was noninferior to conventional imaging on a 5-level Likert scale (P < .001; mean synthetic-conventional, -0.335 +/- 0.352; = 0.5; lower limit of the 95% CI, -0.402). Legibility of synthetic and conventional morphology agreed in >95%, except in the posterior limb of the internal capsule for T1, T1 FLAIR, and proton-density views (all, >80%). Synthetic T2 FLAIR had more pronounced artifacts, including +24.1% of cases with flow artifacts and +17.6% cases with white noise artifacts. CONCLUSIONS: Overall synthetic MR imaging quality was similar to that of conventional proton-density, STIR, and T1- and T2-weighted contrast views across neurologic conditions. While artifacts were more common in synthetic T2 FLAIR, these were readily recognizable and did not mimic pathology but could necessitate additional conventional T2 FLAIR to confirm the diagnosis.
引用
收藏
页码:1103 / 1110
页数:8
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