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医学图像的增强显示:评估颜色、运动和轮廓在检测和定位肝脏病变方面的有效性。

Enhanced displays of medical images: evaluation of the effectiveness of color, motion, and contour for detecting and localizing liver lesions.

作者信息

Seltzer S E, Cavanagh P, Judy P F, Swensson R G, Scarff L, Monsky W

机构信息

Department of Radiology, Harvard Medical School, Brigham and Women's Hospital, Boston, MA 02115, USA.

出版信息

Acad Radiol. 1995 Sep;2(9):748-55. doi: 10.1016/s1076-6332(05)80483-0.

Abstract

RATIONALE AND OBJECTIVES

Many perceptual studies have shown that the detection of large, low-contrast targets is better either in color or in contrast-reversing presentations than in standard gray scale. We determined the value of several new display techniques for viewing liver computed tomography (CT) scans.

METHODS

Eight observers (four radiologists and four nonradiologists) viewed sets of 100 liver CT images (50 with lesions and 50 without) under five display conditions on a Macintosh computer: (1) color (equiluminant color contrast); (2) color-luminance (combined luminance and chromatic contrast); (3) flicker (luminance contrast that reversed polarity at 2 Hz); (4) contour (shaded intensity mapping); and (5) control (conventional gray scale). Receiver operating characteristics (ROC) techniques were used for analysis.

RESULTS

The measured ROC curve areas for the different viewing conditions were as follows: control = 0.77 +/- 0.01 (mean +/- standard error of the mean); color = 0.78 +/- 0.01; color-luminance = 0.82 +/- 0.01; flicker = 0.78 +/- 0.01; and contour = 0.76 +/- 0.01. The percentage of lesions correctly located ranged from 0.82 (color-luminance) to 0.75 (flicker). Performance under the color-luminance condition was significantly better than in the control condition (p = .01), whereas the other experimental conditions were not significantly different from the control condition (p > .21).

CONCLUSION

The use of mixed color and luminance displays may have perceptual advantages for radiologists and can improve performance over that of gray-scale viewing.

摘要

原理与目的

许多感知研究表明,在彩色或对比度反转呈现中,大的低对比度目标的检测效果优于标准灰度显示。我们确定了几种用于查看肝脏计算机断层扫描(CT)图像的新显示技术的价值。

方法

八名观察者(四名放射科医生和四名非放射科医生)在Macintosh计算机上的五种显示条件下查看了100组肝脏CT图像(50组有病变,50组无病变):(1)彩色(等亮度颜色对比度);(2)彩色-亮度(亮度和色度对比度组合);(3)闪烁(在2Hz时极性反转的亮度对比度);(4)轮廓(阴影强度映射);(5)对照(传统灰度)。采用接受者操作特征(ROC)技术进行分析。

结果

不同查看条件下测量的ROC曲线面积如下:对照=0.77±0.01(平均值±平均标准误差);彩色=0.78±0.01;彩色-亮度=0.82±0.01;闪烁=0.78±0.01;轮廓=0.76±0.01。正确定位病变的百分比范围为0.82(彩色-亮度)至0.75(闪烁)。彩色-亮度条件下的表现明显优于对照条件(p = 0.01),而其他实验条件与对照条件无显著差异(p>0.21)。

结论

对于放射科医生而言,使用混合颜色和亮度显示可能具有感知优势,并且可以提高相对于灰度查看的性能。

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