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探讨全局直方图均衡化技术在锝-亚甲基二膦酸盐骨扫描图像增强中的作用。

Investigating the Role of Global Histogram Equalization Technique for Technetium-Methylene diphosphonate Bone Scan Image Enhancement.

作者信息

Pandey Anil Kumar, Sharma Param Dev, Dheer Pankaj, Parida Girish Kumar, Goyal Harish, Patel Chetan, Bal Chandrashekhar, Kumar Rakesh

机构信息

Department of Nuclear Medicine, All India Institute of Medical Sciences, New Delhi, India.

Department of Computer Science, SGTB Khalsa College, University of Delhi, New Delhi, India.

出版信息

Indian J Nucl Med. 2017 Oct-Dec;32(4):283-288. doi: 10.4103/ijnm.IJNM_61_17.

Abstract

PURPOSE OF THE STUDY

Technetium-methylene diphosphonate (Tc-MDP) bone scan images have limited number of counts per pixel, and hence, they have inferior image quality compared to X-rays. Theoretically, global histogram equalization (GHE) technique can improve the contrast of a given image though practical benefits of doing so have only limited acceptance. In this study, we have investigated the effect of GHE technique for Tc-MDP-bone scan images.

MATERIALS AND METHODS

A set of 89 low contrast Tc-MDP whole-body bone scan images were included in this study. These images were acquired with parallel hole collimation on Symbia E gamma camera. The images were then processed with histogram equalization technique. The image quality of input and processed images were reviewed by two nuclear medicine physicians on a 5-point scale where score of 1 is for very poor and 5 is for the best image quality. A statistical test was applied to find the significance of difference between the mean scores assigned to input and processed images.

RESULTS

This technique improves the contrast of the images; however, oversaturation was noticed in the processed images. Student's -test was applied, and a statistically significant difference in the input and processed image quality was found at < 0.001 (with α = 0.05). However, further improvement in image quality is needed as per requirements of nuclear medicine physicians.

CONCLUSION

GHE techniques can be used on low contrast bone scan images. In some of the cases, a histogram equalization technique in combination with some other postprocessing technique is useful.

摘要

研究目的

锝-亚甲基二膦酸盐(Tc-MDP)骨扫描图像每个像素的计数数量有限,因此与X射线相比,其图像质量较差。理论上,全局直方图均衡化(GHE)技术可以改善给定图像的对比度,尽管这样做的实际益处仅得到有限的认可。在本研究中,我们调查了GHE技术对Tc-MDP骨扫描图像的影响。

材料与方法

本研究纳入了一组89幅低对比度的Tc-MDP全身骨扫描图像。这些图像是在Symbia E伽马相机上采用平行孔准直采集的。然后用直方图均衡化技术对图像进行处理。两名核医学医师以5分制对输入图像和处理后图像的质量进行评估,1分表示质量非常差,5分表示图像质量最佳。应用统计检验来确定分配给输入图像和处理后图像的平均分数之间差异的显著性。

结果

该技术改善了图像的对比度;然而,在处理后的图像中发现了过饱和现象。应用了学生t检验,发现在α = 0.05时,输入图像和处理后图像质量存在统计学显著差异(P < 0.001)。然而,根据核医学医师的要求,图像质量还需要进一步提高。

结论

GHE技术可用于低对比度骨扫描图像。在某些情况下,直方图均衡化技术与其他一些后处理技术相结合是有用的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cdd5/5672748/b58fdbb037c1/IJNM-32-283-g001.jpg

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