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Application of Color Transformation Techniques in Pediatric Spinal Cord MR Images: Typically Developing and Spinal Cord Injury Population

机译:颜色转换技术在小儿脊髓MR图像中的应用:典型的发育和脊髓损伤人群

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摘要

The purpose of this study was to evaluate an improved and reliable visualization method for pediatric spinal cord MR images in healthy subjects and patients with spinal cord injury (SCI). A total of 15 pediatric volunteers (10 healthy subjects and 5 subjects with cervical SCI) with a mean age of 11.41 years (range 8–16 years) were recruited and scanned using a 3.0T Siemens Verio MR scanner. T2-weighted axial images were acquired covering entire cervical spinal cord level C1 to C7. These gray-scale images were then converted to color images by using five different techniques including hue-saturation-value (HSV), rainbow, red-green-blue (RGB), and two enhanced RGB techniques using automated contrast stretching and intensity inhomogeneity correction. Performance of these techniques was scored visually by two neuroradiologists within three selected cervical spinal cord intervertebral disk levels (C2-C3, C4-C5, and C6-C7) and quantified using signal to noise ratio (SNR) and contrast to noise ratio (CNR). Qualitative and quantitative evaluation of the color images shows consistent improvement across all the healthy and SCI subjects over conventional gray-scale T2-weighted gradient echo (GRE) images. Inter-observer reliability test showed moderate to strong intra-class correlation (ICC) coefficients in the proposed techniques (ICC > 0.73). The results suggest that the color images could be used for quantification and enhanced visualization of the spinal cord structures in addition to the conventional gray-scale images. This would immensely help towards improved delineation of the gray/white and CSF structures and further aid towards accurate manual or automatic drawings of region of interests (ROIs).
机译:这项研究的目的是评估健康受试者和脊髓损伤(SCI)患者中小儿脊髓MR图像的改进且可靠的可视化方法。总共招募了平均年龄为11.41岁(8-16岁)的15名儿科志愿者(10名健康受试者和5名宫颈SCI受试者)并使用3.0T Siemens Verio MR扫描仪进行了扫描。采集T2加权的轴向图像,覆盖整个颈脊髓水平C1至C7。然后,使用五种不同的技术将这些灰度图像转换为彩色图像,包括色相饱和度值(HSV),彩虹,红绿蓝(RGB),以及两种使用自动对比度拉伸和强度不均匀校正的增强RGB技术。 。这些技术的性能由两名神经放射科医生在三个选定的颈脊髓椎间盘水平(C2-C3,C4-C5和C6-C7)内进行视觉评分,并使用信噪比(SNR)和对比噪声比(CNR)进行量化)。彩色图像的定性和定量评估显示,与常规灰度T2加权梯度回波(GRE)图像相比,所有健康受试者和SCI受试者均具有持续改善。观察者间的可靠性测试表明,所提出的技术具有中等至强的类内相关(ICC)系数(ICC> 0.73)。结果表明,除了常规的灰度图像外,彩色图像还可用于量化和增强脊髓结构的可视化。这将极大地有助于改善灰色/白色和CSF结构的轮廓,并进一步有助于对感兴趣区域(ROI)进行精确的手动或自动绘制。

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