滤波融合质子密度T2加权图像改善多发性硬化症颈脊髓病变检测

IF 0.9 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
Khalid O Alharbi, A. Abujamea, O. Alomair, Hussein M. Alsakkaf, A. Alharbi, Sami A. Alghamdi, Abdullah G Alharbi
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引用次数: 0

摘要

背景磁共振成像(MRI)被认为是描述多发性硬化症(MS)病变的重要手段。目前的研究表明,在检测脊髓多发性硬化病变(斑块)方面,质子密度(PD)加权图像(WI)优于T2 WI。目的评价滤波融合PD/T2加权图像对颈脊髓MS病变的诊断价值。材料和方法在这项回顾性研究中,我们选择了50名MS患者作为样本。利用对比度受限自适应直方图均衡(CLAHE),在(PD/T2)融合图像上使用数字图像处理滤波器。由两名经验丰富的神经放射科医生使用观察者间和观察者内检查生成的图像,并将其与原始PD图像进行比较。还对处理后的PD图像和原始PD图像进行了ROI分析。结果对两位神经放射科医生来说,两种检查之间匹配的重复性测量是高度一致的。两位神经放射科医生的重复性为96.05%,误差测量为3.95%。神经放射科医师评估的重复性测量表明,处理后的图像有助于比PD图像更好地识别病变[优秀(84.87%)][良好(61.19%)]。对样本量内不同图像中的113个MS病变和正常区域进行了ROI分析。它显示,在处理的融合图像中,MS病变和正常脊髓组织之间的比率为2.2,而在PD图像中为1.34。结论经处理的融合图像(PD/T2)对颈椎MS病变的诊断灵敏度高于单独的PD图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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 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.
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