Clinical Feasibility of Synthetic MIDI in Multiple Sclerosis: A Diagnostic and Volumetric Validation Study

被引:123
作者
Granberg, T. [1 ,3 ]
Uppman, M. [1 ,4 ]
Hashim, F. [1 ,3 ]
Cananau, C. [3 ]
Nordin, L. E. [1 ,4 ]
Shams, S. [1 ,3 ]
Berglund, J. [1 ,4 ]
Forslin, Y. [1 ,3 ]
Aspelin, P. [1 ,3 ]
Fredrikson, S. [2 ,5 ]
Kristoffersen-Wiberg, M. [1 ,3 ]
机构
[1] Karolinska Inst, Dept Clin Sci Intervent & Technol, Stockholm, Sweden
[2] Karolinska Inst, Dept Clin Neurosci, Stockholm, Sweden
[3] Karolinska Univ Hosp, Dept Radiol, S-14186 Stockholm, Sweden
[4] Karolinska Univ Hosp, Dept Diagnost Med Phys, S-14186 Stockholm, Sweden
[5] Karolinska Univ Hosp, Dept Neurol, S-14186 Stockholm, Sweden
关键词
PROTON DENSITY; BRAIN; MRI; ATROPHY; QUANTIFICATION; SEGMENTATION; DISEASE; LESIONS; TOOL; FSL;
D O I
10.3174/ajnr.A4665
中图分类号
R74 [神经病学与精神病学];
学科分类号
100204 [神经病学];
摘要
AND PURPOSE: Quantitative MR imaging techniques are gaining interest as methods of reducing acquisition times while additionally providing robust measurements. This study aimed to implement a synthetic MR imaging method on a new scanner type and to compare its diagnostic accuracy and volumetry with conventional MR imaging in patients with MS and controls. MATERIALS AND METHODS: Twenty patients with MS and 20 healthy controls were enrolled after ethics approval and written informed consent. Synthetic MR imaging was implemented on a Siemens 3T scanner. Comparable conventional and synthetic proton-density-, Ti-, and T2-weighted, and FLAIR images were acquired. Diagnostic accuracy, lesion detection, and artifacts were assessed by blinded neuroradiologic evaluation, and contrast-to-noise ratios, by manual tracing. Volumetry was performed with synthetic MR imaging, FreeSurfer, FMRIB Software Library, and Statistical Parametric Mapping. Repeatability was quantified by using the coefficient of variance. RESULTS: Synthetic proton-density-, T1-, and T2-weighted images were of sufficient or good quality and were acquired in 7% less time than with conventional MR imaging. Synthetic FLAIR images were degraded by artifacts. Lesion counts and volumes were higher in synthetic MR imaging due to differences in the contrast of dirty-appearing WM but did not affect the radiologic diagnostic classification or lesion topography (P =.50-.77). Synthetic MR imaging provided segmentations with the shortest processing time (16 seconds) and the lowest repeatability error for brain volume (0.14%), intracranial volume (0.12%), brain parenchymal fraction (0.14%), and GM fraction (0.56%). CONCLUSIONS: Synthetic MR imaging can be an alternative to conventional MR imaging for generating diagnostic proton-density-, Ti-, and T2-weighted images in patients with MS and controls while additionally delivering fast and robust volumetric measurements suitable for MS studies.
引用
收藏
页码:1023 / 1029
页数:7
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