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Improving cervical spinal cord lesion detection in multiple sclerosis using filtered fused proton density-T2 weighted images
BACKGROUND: Magnetic Resonance Imaging (MRI) is considered a vital in depicting multiple sclerosis (MS) lesions. Current studies demonstrate that proton density (PD) weighted images (WI) are superior to T2 WI in detecting MS lesions (plaques) in the spinal cord. PURPOSE: To evaluate the diagnostic v...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9168885/ https://www.ncbi.nlm.nih.gov/pubmed/35677731 http://dx.doi.org/10.1177/20584601221105228 |
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author | Alharbi, Khalid O Abujamea, Abdullah H Alomair, Othman I Alsakkaf, Hussein M Alharbi, Abdulaziz A Alghamdi, Sami A Alharbi, Abdullah G |
author_facet | Alharbi, Khalid O Abujamea, Abdullah H Alomair, Othman I Alsakkaf, Hussein M Alharbi, Abdulaziz A Alghamdi, Sami A Alharbi, Abdullah G |
author_sort | Alharbi, Khalid O |
collection | PubMed |
description | BACKGROUND: Magnetic Resonance Imaging (MRI) is considered a vital in depicting multiple sclerosis (MS) lesions. Current studies demonstrate that proton density (PD) weighted images (WI) are superior to T2 WI in detecting MS lesions (plaques) in the spinal cord. PURPOSE: To evaluate the diagnostic value of filtered fused PD/T2 weighted images in detecting cervical spinal cord MS lesions. MATERIAL AND METHODS: In this retrospective study, we selected a sample size of 50 MS patients. Using contrast limited adaptive histogram equalization (CLAHE), a digital image processing filter was used on the (PD/T2) fused images. The produced images were inspected and compared to the original PD images by two experienced neuroradiologists using interobserver and intraobserver. An ROI analysis was also performed on the processed and original PD images. RESULTS: The repeatability measurement of the match between the two examinations was highly consistent for both neuroradiologists. The repeatability for both neuroradiologists was 96.05%, and the error measurement was 3.95%. The reproducibility measurement of the neuroradiologist’s evaluation shows that the processed images could help to identify lesions better [excellent (84.87%)] than PD images [good (61.19%)]. ROIs analysis was performed on 113 MS lesions and normal areas in different images within the sample size. It revealed an enhanced ratio of 2.2 between MS lesions and normal spinal cord tissue in processed fused images compared to 1.34 in PD images. CONCLUSION: The processed images of the fused images (PD/T2) have superior diagnostic sensitivity for MS lesions in the cervical spine than PD images alone. |
format | Online Article Text |
id | pubmed-9168885 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-91688852022-06-07 Improving cervical spinal cord lesion detection in multiple sclerosis using filtered fused proton density-T2 weighted images Alharbi, Khalid O Abujamea, Abdullah H Alomair, Othman I Alsakkaf, Hussein M Alharbi, Abdulaziz A Alghamdi, Sami A Alharbi, Abdullah G Acta Radiol Open Original Article BACKGROUND: Magnetic Resonance Imaging (MRI) is considered a vital in depicting multiple sclerosis (MS) lesions. Current studies demonstrate that proton density (PD) weighted images (WI) are superior to T2 WI in detecting MS lesions (plaques) in the spinal cord. PURPOSE: To evaluate the diagnostic value of filtered fused PD/T2 weighted images in detecting cervical spinal cord MS lesions. MATERIAL AND METHODS: In this retrospective study, we selected a sample size of 50 MS patients. Using contrast limited adaptive histogram equalization (CLAHE), a digital image processing filter was used on the (PD/T2) fused images. The produced images were inspected and compared to the original PD images by two experienced neuroradiologists using interobserver and intraobserver. An ROI analysis was also performed on the processed and original PD images. RESULTS: The repeatability measurement of the match between the two examinations was highly consistent for both neuroradiologists. The repeatability for both neuroradiologists was 96.05%, and the error measurement was 3.95%. The reproducibility measurement of the neuroradiologist’s evaluation shows that the processed images could help to identify lesions better [excellent (84.87%)] than PD images [good (61.19%)]. ROIs analysis was performed on 113 MS lesions and normal areas in different images within the sample size. It revealed an enhanced ratio of 2.2 between MS lesions and normal spinal cord tissue in processed fused images compared to 1.34 in PD images. CONCLUSION: The processed images of the fused images (PD/T2) have superior diagnostic sensitivity for MS lesions in the cervical spine than PD images alone. SAGE Publications 2022-06-02 /pmc/articles/PMC9168885/ /pubmed/35677731 http://dx.doi.org/10.1177/20584601221105228 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Article Alharbi, Khalid O Abujamea, Abdullah H Alomair, Othman I Alsakkaf, Hussein M Alharbi, Abdulaziz A Alghamdi, Sami A Alharbi, Abdullah G Improving cervical spinal cord lesion detection in multiple sclerosis using filtered fused proton density-T2 weighted images |
title | Improving cervical spinal cord lesion detection in multiple sclerosis
using filtered fused proton density-T2 weighted images |
title_full | Improving cervical spinal cord lesion detection in multiple sclerosis
using filtered fused proton density-T2 weighted images |
title_fullStr | Improving cervical spinal cord lesion detection in multiple sclerosis
using filtered fused proton density-T2 weighted images |
title_full_unstemmed | Improving cervical spinal cord lesion detection in multiple sclerosis
using filtered fused proton density-T2 weighted images |
title_short | Improving cervical spinal cord lesion detection in multiple sclerosis
using filtered fused proton density-T2 weighted images |
title_sort | improving cervical spinal cord lesion detection in multiple sclerosis
using filtered fused proton density-t2 weighted images |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9168885/ https://www.ncbi.nlm.nih.gov/pubmed/35677731 http://dx.doi.org/10.1177/20584601221105228 |
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