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Does the choice of display system influence perception and visibility of clinically relevant features in digital pathology images?

机译:显示系统的选择是否会影响数字病理图像中临床相关特征的感知和可见性?

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Digital pathology systems typically consist of a slide scanner, processing software, visualization software, and finally a workstation with display for visualization of the digital slide images. This paper studies whether digital pathology images can look different when presenting them on different display systems, and whether these visual differences can result in different perceived contrast of clinically relevant features. By analyzing a set of four digital pathology images of different subspecialties on three different display systems, it was concluded that pathology images look different when visualized on different display systems. The importance of these visual differences is elucidated when they are located in areas of the digital slide that contain clinically relevant features. Based on a calculation of dE2000 differences between background and clinically relevant features, it was clear that perceived contrast of clinically relevant features is influenced by the choice of display system. Furthermore, it seems that the specific calibration target chosen for the display system has an important effect on the perceived contrast of clinically relevant features. Preliminary results suggest that calibrating to DICOM GSDF calibration performed slightly worse than sRGB, while a new experimental calibration target CSDF performed better than both DICOM GSDF and sRGB. This result is promising as it suggests that further research work could lead to better definition of an optimized calibration target for digital pathology images resulting in a positive effect on clinical performance.
机译:数字病理系统通常包括载玻片扫描仪,处理软件,可视化软件,最后是一个带有用于可视化数字载玻片图像的显示器的工作站。本文研究了将数字病理图像呈现在不同的显示系统上时,它们是否看起来可能有所不同,以及这些视觉差异是否会导致临床相关特征的不同感知对比度。通过在三个不同的显示系统上分析一组四个不同亚专业的数字病理图像,可以得出结论,当在不同的显示系统上可视化时,病理图像看起来会有所不同。当这些视觉差异位于包含临床相关特征的数字幻灯片区域时,这些视觉差异的重要性得到了阐明。根据dE2000背景和临床相关特征之间的差异计算,很明显,临床相关特征的感知对比度受显示系统选择的影响。此外,似乎为显示系统选择的特定校准目标对临床相关特征的感知对比度具有重要影响。初步结果表明,对DICOM GSDF校准的校准性能稍差于sRGB,而新的实验校准目标CSDF的性能优于DICOM GSDF和sRGB。该结果令人鼓舞,因为它表明进一步的研究工作可能导致更好地定义数字病理图像的最佳校准目标,从而对临床表现产生积极影响。

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