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Published on: August 16, 2024
Evaluation of prospective motion correction of high-resolution 3D-T2-FLAIR acquisitions in epilepsy patients
Sjoerd B Vos1, Caroline Micallef2, Frederik Barkhof3
1Translational Imaging Group, CMIC, University College London, London, United Kingdom; Epilepsy Society MRI Unit, Chalfont St Peter, United Kingdom; Wellcome/EPSRC Centre for Interventional and Surgical Sciences (WEISS), University College London, London, United Kingdom.
Abstract:
T2-FLAIR is the single most sensitive MRI contrast to detect lesions underlying focal epilepsies but 3D sequences used to obtain isotropic high-resolution images are susceptible to motion artefacts. Prospective motion correction (PMC) - demonstrated to improve 3D-T1 image quality in a pediatric population - was applied to high-resolution 3D-T2-FLAIR scans in adult epilepsy patients to evaluate its clinical benefit. Coronal 3D-T2-FLAIR scans were acquired with a 1mm isotropic resolution on a 3T MRI scanner. Two expert neuroradiologists reviewed 40 scans without PMC and 40 with navigator-based PMC. Visual assessment addressed six criteria of image quality (resolution, SNR, WM-GM contrast, intensity homogeneity, lesion conspicuity, diagnostic confidence) on a seven-point Likert scale (from non-diagnostic to outstanding). SNR was also objectively quantified within the white matter. PMC scans had near-identical scores on the criteria of image quality to non-PMC scans, with the notable exception that intensity homogeneity was generally worse. Using PMC, the percentage of scans with bad image quality was substantially lower than without PMC (3.25% vs. 12.5%) on the other five criteria. Quantitative SNR estimates revealed that PMC and non-PMC had no significant difference in SNR (P=0.07). Application of prospective motion correction to 3D-T2-FLAIR sequences decreased the percentage of low-quality scans, reducing the number of scans that need to be repeated to obtain clinically useful data.
Insights
Prospective motion correction (PMC) improves 3D-T2-FLAIR MRI quality for epilepsy patients by reducing motion artifacts. This technique decreases the need for repeat scans, ensuring more reliable diagnostic data for focal epilepsies.
Area of Science:
- Radiology and Medical Imaging
- Neuroscience
- Neurology
Background:
- T2-FLAIR MRI is crucial for detecting lesions in focal epilepsies.
- High-resolution 3D sequences are prone to motion artifacts, impacting image quality.
- Prospective motion correction (PMC) has shown promise in improving pediatric MRI scans.
Purpose of the Study:
- To evaluate the clinical benefit of applying navigator-based PMC to high-resolution 3D-T2-FLAIR MRI in adult epilepsy patients.
- To assess the impact of PMC on various image quality metrics, including lesion conspicuity and diagnostic confidence.
- To determine if PMC reduces the rate of non-diagnostic scans.
Main Methods:
- Coronal 3D-T2-FLAIR scans (1mm isotropic resolution, 3T scanner) were acquired with and without navigator-based PMC in adult epilepsy patients.
- Two expert neuroradiologists visually assessed six image quality criteria on a seven-point Likert scale.
- Signal-to-noise ratio (SNR) was objectively quantified in the white matter.
Main Results:
- PMC scans showed comparable scores to non-PMC scans for most criteria, except for intensity homogeneity, which was generally worse with PMC.
- The percentage of scans with poor image quality was significantly lower with PMC (3.25%) compared to without PMC (12.5%) across five criteria.
- Quantitative SNR analysis revealed no significant difference between PMC and non-PMC scans (P=0.07).
Conclusions:
- Applying PMC to 3D-T2-FLAIR sequences effectively reduces the incidence of low-quality scans in adult epilepsy patients.
- PMC decreases the need for rescanning, leading to more efficient data acquisition for clinical diagnosis.
- PMC enhances the reliability of MRI for identifying lesions in focal epilepsy.
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