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通过评估所提供的三种测量值(百分位数、特征计数和绝对分数)之间以及从左、前、右三个拍摄角度之间的相关性,对用于皮肤分析的Visia摄像头系统进行验证。

Validation of the Visia Camera System for skin analysis through assessment of the correlations among the three offered measurements - the percentile, feature count and absolute score - as well as the three capture perspectives, from the left, front and right.

作者信息

Henseler Helga

机构信息

Klinik am Rhein, Klinik für Plastische und Ästhetische Chirurgie, Düsseldorf, Germany.

出版信息

GMS Interdiscip Plast Reconstr Surg DGPW. 2022 May 31;11:Doc04. doi: 10.3205/iprs000165. eCollection 2022.

DOI:10.3205/iprs000165
PMID:35692286
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9175133/
Abstract

OBJECTIVE

Validation of the Visia Camera System in terms of providing data on various skin aspects via the establishment of the correlations among the obtained measurements - the percentile, feature count and absolute score.

METHOD

A large data cloud was analysed statistically following a clinical study. In the study, facial images of nineteen women were obtained at two different time points, before and three months after following a skin care routine. Objective analysis was provided by the Visia Camera System, which provided measurements firstly as percentiles, secondly as feature counts and thirdly as absolute scores on eight different skin aspects. The eight skin criteria were spots, wrinkles, skin texture, pores, UV spots, brown spots, red marks and porphyrins. Data on the facial skin were gathered from three different perspectives, namely the left, front and right views. The correlations between pairs of the three obtained measurements, i.e., the percentile, the feature count and the absolute score, were calculated. Further, the correlation coefficients for the three capture perspectives, from the left, front and right, were calculated. Data from the two time points, i.e., before and after application of the skin care cosmetic line were analysed. The statistical analyses were conducted using R (R Core Team 2016).

RESULTS

There was a high level of correlation among the three offered measurement methods. From 144 calculations of the correlations 128 (88.9%) were statistically significant (p<0.05). The correlation coefficients in the vast majority of cases pointed to very clear correlations between the two examined variables. In particular, 50% of the absolute values of these correlations were above 0.945. The few insignificant results were in UV spots and wrinkles. All three methods used to measure the data on skin aspects, i.e., the percentiles, the feature count and the absolute score, served equally well when making comparisons between the two time points. When examining the correlation coefficients for the three capture perspectives, i.e., left, front and right views, their percentages of significant results were found to be only marginally different. Of the 144 examined correlations, 121 were found to be statistically significant (84%). The average correlation coefficient was r=0.74, which pointed to a very clear correlation between the data. The few insignificant results were in wrinkles, UV spots and spots. The Visia Camera System was found to be an objective tool with which to examine the effects of a cosmeceutical skin care regime. However, there was a learning curve associated with the application of this system.

CONCLUSION

The Visia Camera System was successfully validated by investigation of the correlations between measurement methods and capture perspectives. The camera system can not only serve as a tool with which to visualise, provide communications concerning or sell a skin care product, but it can also provide objective data for clinical follow-up studies. Thus, investigations into which skin aspect can be improved the most by a cosmetic product line are possible.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/2414250a1bdc/IPRS-11-04-g-006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/6c014a854339/IPRS-11-04-g-001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/9f7338528357/IPRS-11-04-g-002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/ecff750a3f34/IPRS-11-04-g-003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/70fe03186640/IPRS-11-04-g-004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/20af56da99d5/IPRS-11-04-g-005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/2414250a1bdc/IPRS-11-04-g-006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/6c014a854339/IPRS-11-04-g-001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/9f7338528357/IPRS-11-04-g-002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/ecff750a3f34/IPRS-11-04-g-003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/70fe03186640/IPRS-11-04-g-004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/20af56da99d5/IPRS-11-04-g-005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e615/9175133/2414250a1bdc/IPRS-11-04-g-006.jpg
摘要

目的

通过建立所获得测量值(百分位数、特征计数和绝对分数)之间的相关性,验证Visia相机系统在提供各种皮肤状况数据方面的有效性。

方法

在一项临床研究之后,对一个大数据集进行了统计分析。在该研究中,在两个不同时间点获取了19名女性的面部图像,一个时间点是在遵循皮肤护理程序之前,另一个时间点是在遵循该程序三个月之后。Visia相机系统提供了客观分析,该系统首先以百分位数、其次以特征计数、第三以八个不同皮肤状况的绝对分数的形式提供测量值。这八个皮肤标准是斑点、皱纹、皮肤纹理、毛孔、紫外线斑、褐色斑、红色印记和卟啉。面部皮肤数据是从三个不同视角收集的,即左视图、正视图和右视图。计算了所获得的三个测量值(即百分位数、特征计数和绝对分数)两两之间的相关性。此外,还计算了从左、正、右三个拍摄视角的相关系数。分析了两个时间点(即使用护肤化妆品系列之前和之后)的数据。使用R(R核心团队,2016)进行了统计分析。

结果

所提供的三种测量方法之间存在高度相关性。在144次相关性计算中,128次(88.9%)具有统计学意义(p<0.05)。在绝大多数情况下,相关系数表明两个被检查变量之间存在非常明显的相关性。特别是,这些相关性绝对值的50%高于0.945。少数不显著的结果出现在紫外线斑和皱纹方面。用于测量皮肤状况数据的所有三种方法,即百分位数、特征计数和绝对分数,在比较两个时间点时同样有效。在检查三个拍摄视角(即左视图、正视图和右视图)的相关系数时,发现它们的显著结果百分比仅有微小差异。在144次检查的相关性中,有121次具有统计学意义(84%)。平均相关系数为r = 0.74,这表明数据之间存在非常明显的相关性。少数不显著的结果出现在皱纹、紫外线斑和斑点方面。Visia相机系统被发现是一种用于检查药妆护肤方案效果的客观工具。然而,该系统的应用存在一条学习曲线。

结论

通过对测量方法和拍摄视角之间的相关性进行研究,成功验证了Visia相机系统。该相机系统不仅可以作为一种可视化、提供有关护肤产品的沟通或销售护肤产品的工具,还可以为临床随访研究提供客观数据。因此,有可能对化妆品系列最能改善哪些皮肤状况进行研究。

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