메뉴 건너뛰기




Volumn 9, Issue 4, 2004, Pages 700-710

Estimation of melanin and hemoglobin in skin tissue using multiple regression analysis aided by Monte Carlo simulation

Author keywords

Absorbance; Diffuse reflectance; Hemoglobin; Melanin; Monte Carlo simulation; Multiple regression analysis; Oxygen saturation; Skin tissue

Indexed keywords

BLOOD CONTENTS; DIFFUSE REFLECTANCE SPECTRA; MELANIN; MULTIPLE REGRESSION ANALYSIS; REGRESSION COEFFICIENTS; SKIN TISSUE;

EID: 4444381551     PISSN: 10833668     EISSN: None     Source Type: Journal    
DOI: 10.1117/1.1756918     Document Type: Article
Times cited : (93)

References (28)
  • 2
    • 0024328211 scopus 로고
    • A portable scanning reflectance spectrophotometer using visible wavelengths for the rapid measurement of skin pigments
    • J. W. Feather, M. H.-Saffar, G. Leslie, and J. B. Dawson, "A portable scanning reflectance spectrophotometer using visible wavelengths for the rapid measurement of skin pigments," Phys. Med. Biol. 34, 807-820 (1989).
    • (1989) Phys. Med. Biol. , vol.34 , pp. 807-820
    • Feather, J.W.1    Saffar, M.H.2    Leslie, G.3    Dawson, J.B.4
  • 3
    • 0027078582 scopus 로고
    • Spectrophotometric measurements of haemoglobin saturation and concentration in skin during the tuberculin reaction in normal human subjects
    • D. K. Harrison, S. D. Evans, N. C. Abbot, J. S. Beck, and P. T. McCollum, "Spectrophotometric measurements of haemoglobin saturation and concentration in skin during the tuberculin reaction in normal human subjects," Clin. Phys. Physiol. Meas. 13, 349-363 (1992).
    • (1992) Clin. Phys. Physiol. Meas. , vol.13 , pp. 349-363
    • Harrison, D.K.1    Evans, S.D.2    Abbot, N.C.3    Beck, J.S.4    McCollum, P.T.5
  • 4
    • 0028303489 scopus 로고
    • Comparison of macro- and maicro-lightguide spectrophotometric measurements of microvascular haemoglobin oxygenation in the tuberculin reaction in normal human skin
    • D. J. Newton, D. K. Harrison, C. J. Delaney, J. S. Beck, and P. T. McCollum, "Comparison of macro- and maicro-lightguide spectrophotometric measurements of microvascular haemoglobin oxygenation in the tuberculin reaction in normal human skin," Physiol. Meas. 15, 115-128 (1994).
    • (1994) Physiol. Meas. , vol.15 , pp. 115-128
    • Newton, D.J.1    Harrison, D.K.2    Delaney, C.J.3    Beck, J.S.4    McCollum, P.T.5
  • 5
    • 0034063642 scopus 로고    scopus 로고
    • Spectrophotometric assessment of pigmented skin lesion: Methods and feature selection for evaluation of diagnostic performance
    • V. P. Wallace, D. C. Crawford, P. S. Mortimer, R. J. Ott, and J. C. Bamber, "Spectrophotometric assessment of pigmented skin lesion: methods and feature selection for evaluation of diagnostic performance," Phys. Med. Biol. 45, 735-751 (2000).
    • (2000) Phys. Med. Biol. , vol.45 , pp. 735-751
    • Wallace, V.P.1    Crawford, D.C.2    Mortimer, P.S.3    Ott, R.J.4    Bamber, J.C.5
  • 6
    • 0035470987 scopus 로고    scopus 로고
    • Evaluation of blood oxygen saturation in vivo from diffuse reflectance spectra
    • A. A. Stratonnikov and V. B. Loschenov, "Evaluation of blood oxygen saturation in vivo from diffuse reflectance spectra," J. Biomed. Opt. 6, 457-467 (2001).
    • (2001) J. Biomed. Opt. , vol.6 , pp. 457-467
    • Stratonnikov, A.A.1    Loschenov, V.B.2
  • 7
    • 84975647283 scopus 로고
    • Time resolved reflectance and transmittance for the noninvasive measurement of tissue optical properties
    • M. S. Patterson, B. Chance, and B. C. Wilson, "Time resolved reflectance and transmittance for the noninvasive measurement of tissue optical properties," Appl. Opt. 28, 2331-2336 (1989).
    • (1989) Appl. Opt. , vol.28 , pp. 2331-2336
    • Patterson, M.S.1    Chance, B.2    Wilson, B.C.3
  • 8
    • 0011056901 scopus 로고    scopus 로고
    • Frequency-domain photon migration measurements of normal and malignant tissue optical properties in a human subject
    • J. B. Fishkin, O. Coquoz, E. R. Anderson, M. Brenner, and B. J. Tromberg, "Frequency-domain photon migration measurements of normal and malignant tissue optical properties in a human subject," Appl. Opt. 36, 10-20 (1997).
    • (1997) Appl. Opt. , vol.36 , pp. 10-20
    • Fishkin, J.B.1    Coquoz, O.2    Anderson, E.R.3    Brenner, M.4    Tromberg, B.J.5
  • 9
    • 0026739557 scopus 로고
    • A diffusion theory model of spatially resolved, steady-state diffuse reflectance for the noninvasive determination of tissue optical properties in vivo
    • T. J. Farrell, M. S. Patterson, and B. Wilson, "A diffusion theory model of spatially resolved, steady-state diffuse reflectance for the noninvasive determination of tissue optical properties in vivo," Med. Phys. 19, 879-888 (1992).
    • (1992) Med. Phys. , vol.19 , pp. 879-888
    • Farrell, T.J.1    Patterson, M.S.2    Wilson, B.3
  • 11
    • 84975672207 scopus 로고
    • Use of a laser beam with an oblique angle on incidence to measure the reduced scattering coefficient of a turbid medium
    • L. Wang and S. L. Jacques, "Use of a laser beam with an oblique angle on incidence to measure the reduced scattering coefficient of a turbid medium," Appl. Opt. 34, 2362-2366 (1995).
    • (1995) Appl. Opt. , vol.34 , pp. 2362-2366
    • Wang, L.1    Jacques, S.L.2
  • 12
    • 0030150929 scopus 로고    scopus 로고
    • Spatially resolved absolute diffuse reflectance measurements for noninvasive determination of the optical scattering and absorption coefficients of biological tissue
    • A. Kienle, L. Lilge, M. S. Patterson, R. Hibst, R. Steiner, and B. C. Wilson, "Spatially resolved absolute diffuse reflectance measurements for noninvasive determination of the optical scattering and absorption coefficients of biological tissue," Appl. Opt. 35, 2304-2314 (1996).
    • (1996) Appl. Opt. , vol.35 , pp. 2304-2314
    • Kienle, A.1    Lilge, L.2    Patterson, M.S.3    Hibst, R.4    Steiner, R.5    Wilson, B.C.6
  • 13
    • 0037530934 scopus 로고    scopus 로고
    • Measurement of tissue optical properties by the use of oblique-incidence optical fiber reflectometry
    • S.-P. Lin, L.-H. Wang, S. L. Jacques, and F. K. Tittel, "Measurement of tissue optical properties by the use of oblique-incidence optical fiber reflectometry," Appl. Opt. 36, 136-143 (1997).
    • (1997) Appl. Opt. , vol.36 , pp. 136-143
    • Lin, S.-P.1    Wang, L.-H.2    Jacques, S.L.3    Tittel, F.K.4
  • 14
    • 0033190620 scopus 로고    scopus 로고
    • Independent-component analysis of skin color image
    • N. Tsumura, H. Haneishi, and Y. Miyake, "Independent-component analysis of skin color image," J. Opt. Soc. Am. A 16, 2169-2176 (1999).
    • (1999) J. Opt. Soc. Am. A , vol.6 , pp. 2169-2176
    • Tsumura, N.1    Haneishi, H.2    Miyake, Y.3
  • 15
    • 0034215687 scopus 로고    scopus 로고
    • Explanation of human skin color by multiple linear regression analysis based on the modified Lambert-Beer law
    • M. Shimada, Y. Masuda, Y. Yamada, M. Itoh, M. Takahashi, and T. Yatagai, "Explanation of human skin color by multiple linear regression analysis based on the modified Lambert-Beer law," Opt. Rev. 7, 348-352 (2000).
    • (2000) Opt. Rev. , vol.7 , pp. 348-352
    • Shimada, M.1    Masuda, Y.2    Yamada, Y.3    Itoh, M.4    Takahashi, M.5    Yatagai, T.6
  • 16
    • 0034833353 scopus 로고    scopus 로고
    • Melanin and blood concentration in human skin studied by multiple regression analysis: Experiments
    • M. Shimada, Y. Yamada, M. Itoh, and T. Yatagai, "Melanin and blood concentration in human skin studied by multiple regression analysis: experiments," Phys. Med. Biol. 46, 2385-2395 (2001).
    • (2001) Phys. Med. Biol. , vol.46 , pp. 2385-2395
    • Shimada, M.1    Yamada, Y.2    Itoh, M.3    Yatagai, T.4
  • 17
    • 0034824296 scopus 로고    scopus 로고
    • Melanin and blood concentration in human skin studied by multiple regression analysis: Assessment by Monte Carlo simulation
    • M. Shimada, Y. Yamada, M. Itoh, and T. Yatagai, "Melanin and blood concentration in human skin studied by multiple regression analysis: assessment by Monte Carlo simulation," Phys. Med. Biol. 46, 2397-2406 (2001).
    • (2001) Phys. Med. Biol. , vol.46 , pp. 2397-2406
    • Shimada, M.1    Yamada, Y.2    Itoh, M.3    Yatagai, T.4
  • 18
    • 0029045693 scopus 로고
    • MCML-Monte Carlo modeling photon transport in multi-layered tissues
    • L.-H. Wang, S. L. Jacques, and L.-Q. Zheng, "MCML-Monte Carlo modeling of photon transport in multi-layered tissues," Comput. Methods Programs Biomed. 47, 131-146 (1995).
    • (1995) Comput. Methods Programs Biomed. , vol.47 , pp. 131-146
    • Wang, L.-H.1    Jacques, S.L.2    Zheng, L.-Q.3
  • 19
    • 77957806519 scopus 로고
    • Diffuse radiation in the galaxy
    • L. G. Henyey and J. L. Greenstein, "Diffuse radiation in the galaxy," Astrophys. J. 93, 70-83 (1941).
    • (1941) Astrophys. J. , vol.93 , pp. 70-83
    • Henyey, L.G.1    Greenstein, J.L.2
  • 20
    • 0000030597 scopus 로고    scopus 로고
    • Origins of tissue optical properties in the UVA, visible, and NIR region
    • R. R. Alfano and J. G. Fujimoto, Eds., Optical Society of America, Washington, DC
    • S. L. Jacques, "Origins of tissue optical properties in the UVA, Visible, and NIR region," in OSA TOPS on Advances in Optical Imaging and Photon Migration, R. R. Alfano and J. G. Fujimoto, Eds., Vol. 2, pp. 364-369, Optical Society of America, Washington, DC (1996).
    • (1996) OSA TOPS on Advances in Optical Imaging and Photon Migration , vol.2 , pp. 364-369
    • Jacques, S.L.1
  • 22
    • 0026179408 scopus 로고
    • The melanosome: Threshold temperature for explosive vaporization and internal absorption coefficient during pulsed laser irradiation
    • S. L. Jacques and D. J. McAuliffe, "The melanosome: threshold temperature for explosive vaporization and internal absorption coefficient during pulsed laser irradiation," J. Photochem. Photobiol., A 53, 769-775 (1991).
    • (1991) J. Photochem. Photobiol., A , vol.53 , pp. 769-775
    • Jacques, S.L.1    McAuliffe, D.J.2
  • 23
    • 0347578158 scopus 로고    scopus 로고
    • Estimation of absorbing components in a local blood layer embedded in the turbid media on the basis of visible to near-infrared (VIS-NIR) reflectance spectra
    • I. Nishidate, Y. Aizu, and H. Mishina, "Estimation of absorbing components in a local blood layer embedded in the turbid media on the basis of visible to near-infrared (VIS-NIR) reflectance spectra," Opt. Rev. 10, 427-435 (2003).
    • (2003) Opt. Rev. , vol.10 , pp. 427-435
    • Nishidate, I.1    Aizu, Y.2    Mishina, H.3
  • 24
    • 0021318738 scopus 로고
    • Photoinduced oxygen consumption in melanin systems. Action spectra and quantum yields for eumelanin and synthetic melanin
    • T. Sarna and R. C. Sealy, "Photoinduced oxygen consumption in melanin systems. Action spectra and quantum yields for eumelanin and synthetic melanin," Photochem. Photobiol. 39, 69-74 (1984).
    • (1984) Photochem. Photobiol. , vol.39 , pp. 69-74
    • Sarna, T.1    Sealy, R.C.2
  • 25
    • 0017922742 scopus 로고
    • A band model for melanin deduced from optical absorption and photoconductivity experiments
    • R. P. Crippa, V. Cristofoletti, and N. Romeo, "A band model for melanin deduced from optical absorption and photoconductivity experiments," Biochim. Biophys. Acta 538, 164-170 (1978).
    • (1978) Biochim. Biophys. Acta , vol.538 , pp. 164-170
    • Crippa, R.P.1    Cristofoletti, V.2    Romeo, N.3
  • 26
    • 0032714683 scopus 로고    scopus 로고
    • Optical properties of circulating human blood in the wavelength range 400-2500 nm
    • A. Roggan, M. Friebel, K. Dörschel, A. Hahn, and G. Muller, "Optical properties of circulating human blood in the wavelength range 400-2500 nm," J. Biomed. Opt. 4, 36-46 (1999).
    • (1999) J. Biomed. Opt. , vol.4 , pp. 36-46
    • Roggan, A.1    Friebel, M.2    Dörschel, K.3    Hahn, A.4    Muller, G.5
  • 27
    • 84966607889 scopus 로고
    • Light scattering in intralipid-10% in the wavelength range of 400-1100 nm
    • H. J. van Staveren, C. J. M. Moes, J. Marle, S. A. Prahl, and M. J. C. Gamert, "Light scattering in Intralipid-10% in the wavelength range of 400-1100 nm," Appl. Opt. 30, 4507-4514 (1991).
    • (1991) Appl. Opt. , vol.30 , pp. 4507-4514
    • van Staveren, H.J.1    Moes, C.J.M.2    Marle, J.3    Prahl, S.A.4    Gamert, M.J.C.5
  • 28
    • 0029766676 scopus 로고    scopus 로고
    • Internal absorption coefficient and threshold for pulsed laser disruption of melanosomes isolated from retinal pigment epithelium
    • S. L. Jacques, R. D. Glickman, and J. A. Schwartz, "Internal absorption coefficient and threshold for pulsed laser disruption of melanosomes isolated from retinal pigment epithelium," Proc. SPIE 2681, 468-477 (1996).
    • (1996) Proc. SPIE , vol.2681 , pp. 468-477
    • Jacques, S.L.1    Glickman, R.D.2    Schwartz, J.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.