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Melanin determination using optimised inverse Monte Carlo for skin — Light interaction

机译:使用优化的逆蒙特卡洛逆定法测定皮肤中的黑色素—光相互作用

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摘要

Abnormality of melanin production causes skin pigmentation disorders. Many simulation models of light interaction with human skin have been reported. The most accurate skin model is based on Monte Carlo approach. An inverse model is used to derive optical properties of skin by fitting the spectral reflectance obtained from the model of light interaction to the actual spectral reflectance obtained from empirical data. Currently there is no an inverse Monte Carlo model which is designed to analyse skin chromophores especially melanin type and its concentration. In this paper, a development of an inverse Monte Carlo model to analyse skin pigmentation model is presented. The inverse model is first validated with 37 spectral reflectance data obtained from normal participants. An observational clinical study involving 11 melasma patients is then conducted. As expected, result shows that the concentrations of eumelanin and pheomelanin of all melasma lesions are higher than concentration of eumelanin and pheomelanin of normal skin, resulting in higher light photon absorption. It can be inferred that the developed inverse model is able to determine relative concentrations of eumelanin and pheomelanin.
机译:黑色素产生异常会导致皮肤色素沉着。已经报道了许多光与人体皮肤相互作用的模拟模型。最准确的皮肤模型基于蒙特卡洛方法。通过将从光交互作用模型获得的光谱反射率与从经验数据获得的实际光谱反射率拟合,可以使用逆模型来推导皮肤的光学特性。当前,没有用于分析皮肤发色团特别是黑色素类型及其浓度的反向蒙特卡洛模型。在本文中,提出了用于分析皮肤色素沉着模型的逆蒙特卡洛模型的开发。首先使用从正常参与者获得的37个光谱反射率数据验证逆模型。然后进行了一项涉及11名黄褐斑患者的观察性临床研究。正如预期的那样,结果表明,所有黄褐斑病变中的Eumelanin和pheomelanin的浓度均高于正常皮肤中Eumelanin和pheomelanin的浓度,从而导致更高的光子吸收率。可以推断出,所开发的逆模型能够确定直链木兰和苯丙氨酸的相对浓度。

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