Evaluation of Diffuse Reflectance Spectroscopy Vegetal Phantoms for Human Pigmented Skin Lesions.

IF 3.4 3区 综合性期刊 Q2 CHEMISTRY, ANALYTICAL
Sensors Pub Date : 2024-10-31 DOI:10.3390/s24217010
Sonia Buendia-Aviles, Margarita Cunill-Rodríguez, José A Delgado-Atencio, Enrique González-Gutiérrez, José L Arce-Diego, Félix Fanjul-Vélez
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Abstract

Pigmented skin lesions have increased considerably worldwide in the last years, with melanoma being responsible for 75% of deaths and low survival rates. The development and refining of more efficient non-invasive optical techniques such as diffuse reflectance spectroscopy (DRS) is crucial for the diagnosis of melanoma skin cancer. The development of novel diagnostic approaches requires a sufficient number of test samples. Hence, the similarities between banana brown spots (BBSs) and human skin pigmented lesions (HSPLs) could be exploited by employing the former as an optical phantom for validating these techniques. This work analyses the potential similarity of BBSs to HSPLs of volunteers with different skin phototypes by means of several characteristics, such as symmetry, color RGB tonality, and principal component analysis (PCA) of spectra. The findings demonstrate a notable resemblance between the attributes concerning spectrum, area, and color of HSPLs and BBSs at specific ripening stages. Furthermore, the spectral similarity is increased when a fiber-optic probe with a shorter distance (240 µm) between the source fiber and the detector fiber is utilized, in comparison to a probe with a greater distance (2500 µm) for this parameter. A Monte Carlo simulation of sampling volume was used to clarify spectral similarities.

针对人类色素性皮肤病变的漫反射光谱学植物模型评估。
近年来,全球色素性皮肤病变大幅增加,其中黑色素瘤导致 75% 的患者死亡,且存活率很低。开发和完善更有效的非侵入性光学技术,如漫反射光谱(DRS),对于诊断黑色素瘤皮肤癌至关重要。新型诊断方法的开发需要足够数量的测试样本。因此,可以利用香蕉褐斑(BBSs)和人类皮肤色素病变(HSPLs)之间的相似性,将前者用作验证这些技术的光学模型。这项研究通过对称性、色彩 RGB 色调和光谱主成分分析 (PCA) 等几个特征,分析了不同皮肤光型的志愿者身上的 BBS 与 HSPL 的潜在相似性。研究结果表明,在特定的成熟阶段,HSPL 和 BBS 在光谱、面积和颜色等属性方面具有显著的相似性。此外,当使用光源光纤和检测光纤之间距离较短(240 微米)的光纤探头时,光谱的相似性会比使用该参数距离较长(2500 微米)的探头时更高。采用蒙特卡洛模拟采样体积的方法来阐明光谱相似性。
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
Sensors
Sensors 工程技术-电化学
CiteScore
7.30
自引率
12.80%
发文量
8430
审稿时长
1.7 months
期刊介绍: Sensors (ISSN 1424-8220) provides an advanced forum for the science and technology of sensors and biosensors. It publishes reviews (including comprehensive reviews on the complete sensors products), regular research papers and short notes. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced.
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