Estimation of absorbing components in skin tissue using multiple regression analysis combined with Monte Carlo simulation

被引：0
|
作者：
Nishidate, I [1 ]
Aizu, Y [1 ]
Mishina, H [1 ]
机构：
[1] Muroran Inst Technol, Div Sci Composite Funct, Muroran, Hokkaido 0508585, Japan
来源：
OPTICS FOR THE QUALITY OF LIFE, PTS 1 AND 2 | 2003年 / 4829卷
关键词：
melanin; hemoglobin; oxygen saturation; diffuse reflectance; multiple regression analysis; Monte Carlo;
D O I：
10.1117/12.527509
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
To estimate the melanin and hemoglobin concentrations in the human skin tissue, we propose a method of using the multiple regression analysis combined with the Monte Carlo technique for spectral reflectance from the skin surface. In the method, the Monte Carlo simulation was used to prepare data sets of various concentrations and absorbance spectra for determination of conversion coefficients from the absorbance to the concentration in the regression analysis. Numerical simulation Was conducted for a two-layered skin tissue model to verify the usefulness of the present method.
引用
收藏
页码：990 / 991
页数：2
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