Evaluation of cervical spinal cord atrophy using a modified SIENA approach Article Swipe
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· 2024
· Open Access
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· DOI: https://doi.org/10.1016/j.neuroimage.2024.120775
Spinal cord (SC) atrophy obtained from structural magnetic resonance imaging has gained relevance as an indicator of neurodegeneration in various neurological disorders. The common method to assess SC atrophy is by comparing numerical differences of the cross-sectional spinal cord area (CSA) between time points. However, this indirect approach leads to considerable variability in the obtained results. Studies showed that this limitation can be overcome by using a registration-based technique. The present study introduces the Structural Image Evaluation using Normalization of Atrophy on the Spinal Cord (SIENA-SC), which is an adapted version of the original SIENA method, designed to directly calculate the percentage of SC volume change over time from clinical brain MRI acquired with an extended field of view to cover the superior part of the cervical SC. In this work, we compared SIENA-SC with the Generalized Boundary Shift Integral (GBSI) and the CSA change. On a scan-rescan dataset, SIENA-SC was shown to have the lowest measurement error than the other two methods. When comparing a group of 190 Healthy Controls with a group of 65 Multiple Sclerosis patients, SIENA-SC provided significantly higher yearly rates of atrophy in patients than in controls and a lower sample size when measured for treatment effect sizes of 50%, 30% and 10%. Our findings indicate that SIENA-SC is a robust, reproducible, and sensitive approach for assessing longitudinal changes in spinal cord volume, providing neuroscientists with an accessible and automated tool able to reduce the need for manual intervention and minimize variability in measurements.
Related Topics
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.neuroimage.2024.120775
- OA Status
- gold
- Cited By
- 1
- References
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- Related Works
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- OpenAlex ID
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Raw OpenAlex JSON
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https://openalex.org/W4401314990Canonical identifier for this work in OpenAlex
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https://doi.org/10.1016/j.neuroimage.2024.120775Digital Object Identifier
- Title
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Evaluation of cervical spinal cord atrophy using a modified SIENA approachWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2024Year of publication
- Publication date
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2024-08-04Full publication date if available
- Authors
-
Ludovico Luchetti, Ferran Prados, Rosa Cortese, Giordano Gentile, Massimilano Calabrese, Marzia Mortilla, Nicola De Stefano, Marco BattagliniList of authors in order
- Landing page
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https://doi.org/10.1016/j.neuroimage.2024.120775Publisher landing page
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://doi.org/10.1016/j.neuroimage.2024.120775Direct OA link when available
- Concepts
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Atrophy, Spinal cord, Medicine, Magnetic resonance imaging, Multiple sclerosis, Sample size determination, Nuclear medicine, Radiology, Physical medicine and rehabilitation, Pathology, Mathematics, Statistics, PsychiatryTop concepts (fields/topics) attached by OpenAlex
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1Total citation count in OpenAlex
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2025: 1Per-year citation counts (last 5 years)
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45Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.registration-based | 67 |
| cited_by_percentile_year.max | 95 |
| cited_by_percentile_year.min | 91 |
| corresponding_author_ids | https://openalex.org/A5041570807 |
| countries_distinct_count | 3 |
| institutions_distinct_count | 8 |
| corresponding_institution_ids | https://openalex.org/I102064193 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/2 |
| sustainable_development_goals[0].score | 0.4099999964237213 |
| sustainable_development_goals[0].display_name | Zero hunger |
| citation_normalized_percentile.value | 0.68184674 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |