Rapid and accurate estimation of blood saturation, melanin content, and epidermis thickness from spectral diffuse reflectance

被引:95
作者
Yudovsky, Dmitry [1 ]
Pilon, Laurent [1 ]
机构
[1] Univ Calif Los Angeles, Henri Samueli Sch Engn & Appl Sci, Dept Mech & Aerosp Engn, Biomed Interdept Program, Los Angeles, CA 90095 USA
关键词
OPTICAL COHERENCE TOMOGRAPHY; MONTE-CARLO SIMULATIONS; DIABETIC FOOT ULCERS; IMAGE-BASED CONTROL; BEER-LAMBERT LAW; IN-VIVO; LIGHT-SCATTERING; HUMAN SKIN; ANALYTICAL-MODEL; TISSUE;
D O I
10.1364/AO.49.001707
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We present a method to determine chromophore concentrations, blood saturation, and epidermal thickness of human skin from diffuse reflectance spectra. Human skin was approximated as a plane-parallel slab of variable thickness supported by a semi-infinite layer corresponding to the epidermis and dermis, respectively. The absorption coefficient was modeled as a function of melanin content for the epidermis and blood content and oxygen saturation for the dermis. The scattering coefficient and refractive index of each layer were found in the literature. Diffuse reflectance spectra between 490 and 620 nm were generated using Monte Carlo simulations for a wide range of melanosome volume fraction, epidermal thickness, blood volume, and oxygen saturation. Then, an inverse method was developed to retrieve these physiologically meaningful parameters from the simulated diffuse reflectance spectra of skin. A previously developed accurate and efficient semiempirical model for diffuse reflectance of two layered media was used instead of time-consuming Monte Carlo simulations. All parameters could be estimated with relative root-mean-squared error of less than 5% for (i) melanosome volume fraction ranging from 1% to 8%, (ii) epidermal thickness from 20 to 150 mu m, (iii) oxygen saturation from 25% to 100%, (iv) blood volume from 1.2% to 10%, and (v) tissue scattering coefficient typical of human skin in the visible part of the spectrum. A similar approach could be extended to other two-layer absorbing and scattering systems. (C) 2010 Optical Society of America
引用
收藏
页码:1707 / 1719
页数:13
相关论文
共 85 条
  • [1] THE OPTICS OF HUMAN-SKIN
    ANDERSON, RR
    PARRISH, JA
    [J]. JOURNAL OF INVESTIGATIVE DERMATOLOGY, 1981, 77 (01) : 13 - 19
  • [2] Understanding the color of human skin
    Angelopoulou, E
    [J]. HUMAN VISION AND ELECTRONIC IMAGING VI, 2001, 4299 : 243 - 251
  • [3] [Anonymous], 2007, TISSUE OPTICS LIGHT, DOI DOI 10.1117/3.684093
  • [4] [Anonymous], OPTICAL ABSORPTION H
  • [5] SKIN THICKNESS IN THE HUMAN
    BARKER, DE
    [J]. PLASTIC AND RECONSTRUCTIVE SURGERY, 1951, 7 (02) : 115 - 116
  • [6] Optical properties of human skin, subcutaneous and mucous tissues in the wavelength range from 400 to 2000 nm
    Bashkatov, AN
    Genina, EA
    Kochubey, VI
    Tuchin, VV
    [J]. JOURNAL OF PHYSICS D-APPLIED PHYSICS, 2005, 38 (15) : 2543 - 2555
  • [7] Diabetic foot ulcers: A framework for prevention and care
    Boulton, AJ
    Meneses, P
    Ennis, WJ
    [J]. WOUND REPAIR AND REGENERATION, 1999, 7 (01) : 7 - 16
  • [8] BRANCHET MC, 1990, GERONTOLOGY, V36, P28
  • [9] Analytical model to describe fluorescence spectra of normal and preneoplastic epithelial tissue: comparison with Monte Carlo simulations and clinical measurements
    Chang, SK
    Arifler, D
    Drezek, R
    Follen, M
    Richards-Kortum, R
    [J]. JOURNAL OF BIOMEDICAL OPTICS, 2004, 9 (03) : 511 - 522
  • [10] Skin color measurements:: comparison between three instruments:: the Chromameter®, the DermaSpectrometer® and the Mexameter®
    Clarys, P
    Alewaeters, K
    Lambrecht, R
    Barel, AO
    [J]. SKIN RESEARCH AND TECHNOLOGY, 2000, 6 (04) : 230 - 238