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一种用于量化人体皮肤颜色的新型测量系统的可靠性分析

Reliability analysis of a novel measurement system for quantifying human skin color.

作者信息

Chen Chien-Chung, Chung Cheng-Yin, Chiu Yi-Wen, Lin Yu-Hsuan, Tse Ling-Shan, Wu Ching-Ying, Hwang Shang-Jyh, Lin Ming-Yen

机构信息

National Taiwan University Hospital National Taiwan University Taipei Taiwan.

Department of Internal Medicine Division of Nephrology Ministry of Health and Welfare Pingtung Hospital Pingtung Taiwan.

出版信息

Skin Health Dis. 2022 Oct 17;3(1):e182. doi: 10.1002/ski2.182. eCollection 2023 Feb.

Abstract

BACKGROUND

Precision is crucial in determining the appropriate procedure for implementing further trials. We conducted a study to explore the reliability of a novel measuring system for human skin color.

METHODS

The novel skin color measuring system was used to capture the skin color of four volunteers (2 males and 2 females) from the same location on each subject by the same operator. The measurement was repeated for different poses and instrument factors (camera and shooting protocol) in the red, green, and blue (RGB) system. The average color depth in each image was calculated and converted from 0 to 255. The spread of measures and the Bland-Altman plot was displayed to determine each variance source's random error, with the interclass correlation coefficients applied to reflect the reliability.

RESULT

The RGB color depth in the experiment ranged from 190, 152, and 122 to 208, 170, and 142. The 95% confidential interval of the differences from the means in RGB colors for the different protocols were ±2.8, ±2.6, and ±2.1, respectively. The largest variation in the replicate trials was observed when subjects were in a supine position (standard deviation: 2). The interclass correlation coefficients were greater than 90%, suggesting that the developed system is highly precise.

CONCLUSION

This study demonstrated that the developed device could stably and reliably detect human skin color across different common sources of variation, and thus could be applied clinically to explore relationships between health/disease and skin color changes.

摘要

背景

在确定实施进一步试验的适当程序时,精确性至关重要。我们开展了一项研究,以探索一种新型人体皮肤颜色测量系统的可靠性。

方法

使用新型皮肤颜色测量系统,由同一名操作人员从每个受试者的同一位置采集四名志愿者(2名男性和2名女性)的皮肤颜色。在红色、绿色和蓝色(RGB)系统中,针对不同姿势和仪器因素(相机和拍摄方案)重复进行测量。计算每张图像中的平均颜色深度,并将其从0转换为255。展示测量值的离散程度和布兰德-奥特曼图,以确定每个方差来源的随机误差,并应用组内相关系数来反映可靠性。

结果

实验中的RGB颜色深度范围为190、152和122至208、170和142。不同方案下RGB颜色与均值差异的95%置信区间分别为±2.8、±2.6和±2.1。当受试者仰卧时,重复试验中观察到的变化最大(标准差:2)。组内相关系数大于90%,表明所开发的系统具有高度精确性。

结论

本研究表明,所开发的设备能够在不同的常见变异来源中稳定可靠地检测人体皮肤颜色,因此可在临床上用于探索健康/疾病与皮肤颜色变化之间的关系。

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