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Assessment of 2D conventional and synthetic MRI in multiple sclerosis

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10.1007/s00234-022-02973-2
 
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hdl:2117/379153

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Aymerich Martínez, Francisco JavierMés informacióMés informacióMés informació
Auger, Cristina
Alonso, Juli
Barros, Andrea
Clarke, Margareta
Mora, Juan
Arrambide, Georgina
Corral, Juan Francisco
Andrino, Ana
Sastre Garriga, Jaume
Rovira, Alex
Document typeArticle
Defense date2022-01-01
PublisherSpringer Nature
Rights accessOpen Access
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder
Abstract
Purpose: To qualitatively and quantitatively compare synthetic and conventional MRI sequences acquired on a 1.5-T system for patients with multiple sclerosis (MS). Methods: Prospective study that involved twenty-seven consecutive relapsing–remitting MS patients scanned on a 1.5-T MRI scanner. The MRI protocol included 2D transverse conventional spin-echo sequences: proton density-weighted (PD), T2-weighted, T2-FLAIR, and T1-weighted. Synthetic images were generated using 2D transverse QRAPMASTER and SyMRI software with the same voxel size, repetition, echo, and inversion times as the conventional sequences. Four raters performed a crosstab qualitative analysis that involved evaluating global image quality, contrast, flow artefacts, and confidence in lesion assessment introducing the concepts of predominance, agreement, and disagreement. A quantitative analysis was also performed and included evaluating the number of lesions (periventricular, juxtacortical, brainstem, and cerebellum) and the contrast-to-noise ratio between regions (CSF, white matter, grey matter, lesions). Results: The global image quality assessment showed predominance for better scores for conventional sequences over syn- thetic sequences, whereas contrast, confidence in lesion assessment, and flow artefacts showed predominance for agreement between sequences. There was predominance for disagreement between all pairs of raters in most of the evaluated qualitative parameters. Synthetic PD and T2-FLAIR images showed higher contrast-to-noise ratios than the corresponding conventional images for most comparison between regions. There were no significant differences in the number of lesions detected for most of the study regions between conventional and synthetic images. Conclusion: Synthetic MRI can be potentially used as an alternative to conventional brain MRI sequences in the assessment of MS.
CitationAymerich, F.X. [et al.]. Assessment of 2D conventional and synthetic MRI in multiple sclerosis. "Neuroradiology", 1 Gener 2022, vol. 64, p. 2315-2322. 
URIhttp://hdl.handle.net/2117/379153
DOI10.1007/s00234-022-02973-2
ISSN1432-1920
Publisher versionhttps://link.springer.com/article/10.1007/s00234-022-02973-2
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  • Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial - Articles de revista [1.274]
  • BIOART - BIOsignal Analysis for Rehabilitation and Therapy - Articles de revista [65]
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