Melanin determination using optimised inverse Monte Carlo for skin Light interaction

Hani, A.F.M. and Nugroho, H. and Shamsudin, N. and Baba, R. (2012) Melanin determination using optimised inverse Monte Carlo for skin Light interaction. In: UNSPECIFIED.

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Abstract

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. © 2012 IEEE.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Additional Information: cited By 6; Conference of 2012 4th International Conference on Intelligent and Advanced Systems, ICIAS 2012 ; Conference Date: 12 June 2012 Through 14 June 2012; Conference Code:93534
Uncontrolled Keywords: Clinical study; Empirical data; Eumelanins; Human skin; Inverse models; Inverse monte carlo; Light interaction; Light photon; Monte Carlo approach; Normal skin; Pheomelanin; Propagation models; Relative concentration; Skin model; Skin pigmentation; Spectral reflectances, Chromophores; Computer simulation; Monte Carlo methods; Optical properties, Reflection
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 09 Nov 2023 15:50
Last Modified: 09 Nov 2023 15:50
URI: https://khub.utp.edu.my/scholars/id/eprint/2708

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