Color Correction of Stained Tissue Section Images by Histogram Transfer According to Control Images.

IF 0.1 4区 医学 Q4 Medicine
Selen Zengin, Mustafa Sakar, Devrim Onder, Sulen Sarioglu
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引用次数: 0

Abstract

Objective: To present a color correction method by histogram transfer depending upon control tissue image (CTI) differences, and subsequently evaluate its performance.

Study design: Images from colon and placenta sections stained by anti-CD34 were used as CTI and/ or sample tissue images (STIs). In total, 36 slides were stained: 1 according to standard procedure and 35 with some variation in the durations or dilutions used for the staining process. For hematoxylin and eosin (20 slides) and Van Gieson (20 slides) stains, colonic mucosa and liver tissues were used. Digital images without normalization were taken by a CCD camera connected to a light microscope and stored on a computer. A software tool was developed in order to find the histogram difference between 2 CTIs and transfer the difference to the STI for achieving a corrected STI (corSTI). sSTI (1 image) and STI and corSTI (for each image) were semiquantitatively scored by 2 observers in blind fashion, and the STI and corSTI scores were compared with the sSTI score. Total optic density (TOD) and median optic density (MOD) and intensity were also calculated by the software.

Results: The STI semiquantitative score was equal to the sSTI in 23.5% of the image; this improved to 76.35% when the corSTI was compared to the sSTI. The concordance of TOD and intensity values of CD34-stained placenta images, as well as TOD and MOD values of H&E-stained colonic mucosa images, with the values calculated for the sSTI, increased following image correction.

Conclusion: These results suggest that histogram transfer depending upon CTIs may be a valuable tool for color correction of tissue section images.

根据对照图像直方图转移染色组织切片图像的颜色校正。
目的:提出一种基于对照组织图像(CTI)差异的直方图转移色彩校正方法,并对其性能进行评价。研究设计:使用抗cd34染色的结肠和胎盘切片图像作为CTI和/或样本组织图像(sti)。共对36张载玻片进行染色:1张按照标准程序染色,35张在染色过程中使用的时间或稀释度有所不同。苏木精和伊红染色(20片)和Van Gieson染色(20片)采用结肠黏膜和肝组织染色。未经归一化的数字图像由连接光学显微镜的CCD相机拍摄并存储在计算机上。为了找到2个cti之间的直方图差异,并将差异传递到STI,以实现校正STI (corSTI),开发了一个软件工具。由2名观察者以盲法对sSTI(1幅图像)和STI和corSTI(每张图像)进行半定量评分,并将STI和corSTI得分与sSTI得分进行比较。通过软件计算总光密度(TOD)、中位光密度(MOD)和光强。结果:23.5%的图像STI半定量评分与sSTI相等;当corSTI与sSTI比较时,这一比例提高到76.35%。经图像校正后,cd34胎盘图像TOD和强度值,h&e结肠粘膜图像TOD和MOD值与sSTI计算值的一致性增强。结论:基于cti的直方图转移可能是一种有价值的组织切片图像颜色校正工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
自引率
0.00%
发文量
0
审稿时长
1 months
期刊介绍: AQCH is an Official Periodical of The International Academy of Cytology and the Italian Society of Urologic Pathology.
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