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Melanin and blood concentration in a human skin model studied by multiple regression analysis: assessment by Monte Carlo simulation

M Shimada1, Y Yamada2,3, M Itoh4 and T Yatagai4

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Measurement of melanin and blood concentration in human skin is needed in the medical and the cosmetic fields because human skin colour is mainly determined by the colours of melanin and blood. It is difficult to measure these concentrations in human skin because skin has a multi-layered structure and scatters light strongly throughout the visible spectrum. The Monte Carlo simulation currently used for the analysis of skin colour requires long calculation times and knowledge of the specific optical properties of each skin layer. A regression analysis based on the modified Beer–Lambert law is presented as a method of measuring melanin and blood concentration in human skin in a shorter period of time and with fewer calculations. The accuracy of this method is assessed using Monte Carlo simulations.


PACS

87.64.Cc Scattering of visible, uv, and infrared radiation

87.80.-y Biophysical techniques (research methods)

02.70.Uu Applications of Monte Carlo methods

82.80.Yc Rutherford backscattering (RBS), and other methods of chemical analysis

02.50.Ng Distribution theory and Monte Carlo studies

Subjects

Computational physics

Instrumentation and measurement

Medical physics

Biological physics

Chemical physics and physical chemistry

Dates

Issue 9 (September 2001)

Received 27 April 2001

Published 22 August 2001



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  1. Near-infrared optical properties of ex vivo human skin and subcutaneous tissues measured using the Monte Carlo inversion technique
  2. A Monte Carlo investigation of optical pathlength in inhomogeneous tissue and its application to near-infrared spectroscopy
  3. Melanin and blood concentration in human skin studied by multiple regression analysis: experiments

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