Optics InfoBase > Virtual Journal for Biomedical Optics > Volume 1 > Issue 4 > Page 1862
Automatic characterization and segmentation of human skin using three-dimensional optical coherence tomography
Yasuaki Hori, Yoshiaki Yasuno, Shingo Sakai, Masayuki Matsumoto, Tomoko Sugawara, Violeta Madjarova, Masahiro Yamanari, Shuichi Makita, Takeshi Yasui, Tsutomu Araki, Masahide Itoh, and Toyohiko Yatagai »View Author Affiliations
1Computational Optics Group, Institute of Applied Physics, University of Tsukuba, Tennodai 1-1-1, Ibaraki, Tsukuba, 305-8573, Japan
2Kanebo Cosmetics Inc., 5-3-28 Kotobuki-Cho, Odawara, Kanagawa, Japan
3Computational Optics Group, Institute of Applied Physics, University of Tsukuba, Tennodai 1-1-1, Ibaraki, Tsukuba, 305-8573, Japan
4Department of Mechanical Science and Bioengineering, Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka, 560-8531, Japan
5Institute of Applied Physics, University of Tsukuba, Tennodai 1-1-1, Ibaraki, Tsukuba, 305-8573, Japan
Optics Express, Vol. 14, Issue 5, pp. 1862-1877 (2006)
http://dx.doi.org/10.1364/OE.14.001862
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Abstract
A set of fully automated algorithms that is specialized for analyzing a three-dimensional optical coherence tomography (OCT) volume of human skin is reported. The algorithm set first determines the skin surface of the OCT volume, and a depth-oriented algorithm provides the mean epidermal thickness, distribution map of the epidermis, and a segmented volume of the epidermis. Subsequently, an en face shadowgram is produced by an algorithm to visualize the infundibula in the skin with high contrast. The population and occupation ratio of the infundibula are provided by a histogram-based thresholding algorithm and a distance mapping algorithm. En face OCT slices at constant depths from the sample surface are extracted, and the histogram-based thresholding algorithm is again applied to these slices, yielding a three-dimensional segmented volume of the infundibula. The dermal attenuation coefficient is also calculated from the OCT volume in order to evaluate the skin texture. The algorithm set examines swept-source OCT volumes of the skins of several volunteers, and the results show the high stability, portability and reproducibilityof the algorithm.
© 2006 Optical Society of America
OCIS Codes
(100.6950) Image processing : Tomographic image processing
(110.4500) Imaging systems : Optical coherence tomography
(170.1870) Medical optics and biotechnology : Dermatology
(170.3880) Medical optics and biotechnology : Medical and biological imaging
(170.4500) Medical optics and biotechnology : Optical coherence tomography
ToC Category:
Medical Optics and Biotechnology
History
Original Manuscript: January 3, 2006
Revised Manuscript: February 20, 2006
Manuscript Accepted: February 27, 2006
Published: March 6, 2006
Virtual Issues
Vol. 1, Iss. 4 Virtual Journal for Biomedical Optics
Citation
Yasuaki Hori, Yoshiaki Yasuno, Shingo Sakai, Masayuki Matsumoto, Tomoko Sugawara, Violeta Madjarova, Masahiro Yamanari, Shuichi Makita, Takeshi Yasui, Tsutomu Araki, Masahide Itoh, and Toyohiko Yatagai, "Automatic characterization and segmentation of human skin using
three-dimensional optical coherence tomography," Opt. Express 14, 1862-1877 (2006)
http://www.opticsinfobase.org/vjbo/abstract.cfm?URI=oe-14-5-1862
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- B. H. Park, M. C. Pierce, B. Cense, S. Yun, M. Mujat, G. J. Tearney, B. E. Bouma, and J. F. de Boer, "Realtime fiber-based multi-functional spectral-domain optical coherence tomography at 1.3 μm," Opt. Express 13,3931-3944 (2005), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-13-11-3931. [CrossRef] [PubMed]
- S. H. Yun, G. J. Tearney, B. E. Bouma, B. H. Park, and J. F. de Boer, "High-speed spectraldomain optical coherence tomography at 1.3 μm wavelength," Opt. Express 11,3598-3604 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-26-3598. [CrossRef] [PubMed]
- S. H. Yun, G. J. Tearney, J. F. de Boer, N. Iftimia, and B. E. Bouma, "High-speed optical frequency-domain imaging," Opt. Express 11,2953-2963 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-22-2953. [CrossRef] [PubMed]
- M. Mujat, C.R. Chan, B. Cense, B.H. Park, C. Joo, T. Akkin, T.C. Chen and J.F. de Boer, "Retinal nerve fiber layer thickness map determined from optical coherence tomography images," Opt. Express 12,9480-9491 (2005), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-13-23-9480. [CrossRef]
- M.C. Pierce, J. Strasswimmer, B.H. Park, B. Cense, and J.F. de Boer, "Advances in optical coherence tomography imaging for dermatology," J. Invest. Dermatol. 123,458-463 (2004). [CrossRef] [PubMed]
- B.H. Park, C. Saxer, S.M. Srinivas, J.S. Nelson and J.F. de Boer, "In vivo burn depth determination by high-speed fiber-based polarization sensitive optical coherence tomography," J. Biomed. Opt. 6,474-479 (2001). [CrossRef] [PubMed]
- Y. Zhao, Z. Chen, C. Saxer, S. Xiang, J.F. de Boer and J. S. Nelson, "Phase-resolved optical coherence tomography and optical Doppler tomography for imaging blood f low in human skin with fast scanning speed and high velocity sensitivity," Opt. Lett. 25,114-116 (2000). [CrossRef]
- Y. Zhao, Z. Chen, C. Saxer, Q. Shen, S. Xiang, J.F. de Boer and J.S. Nelson, "Doppler standard deviation imaging for clinical monitoring of in vivo human skin blood flow," Opt. Lett. 25,1358-1360 (2000). [CrossRef]
- J.F. de Boer, S.M. Srinivas, A. Malekafzali, Z. Chen and J. Nelson, "Imaging thermally damaged tissue by Polarization Sensitive Optical Coherence Tomography," Opt. Express 3,212-218 (1998), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-3-6-212. [CrossRef] [PubMed]
- J.F. de Boer, T.E. Milner, M.J.C. van Gemert and J.S. Nelson, "Two-dimensional birefringence imaging in biological tissue by polarization-sensitive optical coherence tomography," Opt. Lett. 22,934-936 (1997). [CrossRef] [PubMed]
- Y. Nishimori, C. Edwards, A. Pearse, K. Matsumoto, M. Kawai, and R. Marks, "Degenerative alterations of dermal collagen fiber bundles in photodamaged human skin and UV-irradiated hairless mouse skin: possible effect on decreasing skin mechanical properties and appearance of wrinkles," J. Invest. Dermatol. 117,1458-1463 (2001).
- A. F. Fercher and C. K. Hitzenberger and G. Kamp and S. Y. El-Zaiat, "Measurement of intraocular distances by backscattering spectral interferometry," Opt. Commun. 117,43-48 (1995). [CrossRef]
- J. Welzel, E. Lankenau, R. Birngruber and R. Engelhardt, "Optical coherence tomography of the human skin," J. Am. Acad. Dermatol. 37,958-963 (1997). [CrossRef]
- M. Vogt, A. Knuttel, K. Hoffmann, P. Altmeyer and H. Ermert, "Comparison of high frequency ultrasound and optical coherence tomography as modalities for high resolution and non invasive skin imaging," Biomed. Tech. 48,116-121 (2003). [CrossRef]
- M. Rajadhyaksha, M. Grossman, D. Esterowitz, R.H. Webb and R.R. Anderson, "In vivo confocal scanning laser microscopy of human skin: melanin provides strong contrast," J. Invest. Dermatol. 104,946-952 (1995). [CrossRef] [PubMed]
- N.D. Gladkova, G.A. Petrova, N.K. Nikulin, S.G. Radenska-Lopovok, L.B. Snopova, Y.P. Chumakov, V.A. Nasonova, V.M. Gelikonov, G.V. Gelikonov, R.V. Kuranov, A.M. Sergee and F.I. Feldchtein, "In vivo optical coherence tomography imaging of human skin: norm and pathology," Skin. Res. Technol. 6,6-16 (2000). [CrossRef]
- R. A. Leitgeb, C. K. Hitzenberger, A. F. Fercher," Performance of fourier domain vs. time domain optical coherence tomography," Opt. Express 11,889-894 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-8-889. [CrossRef] [PubMed]
- A. F. Fercher and C. K. Hitzenberger and G. Kamp and S. Y. El-Zaiat, "Measurement of intraocular distances by backscattering spectral interferometry," Opt. Commun. 117,43-48 (1995). [CrossRef]
- D. Huang and E. A. Swanson and C. P. Lin, J. S. Schuman, W. G. Stinson and W. Chang and M. R. Hee, T. Flotte and K. Gregory and C. A. Puliafito and J. G. Fujimoto, "Optical coherence tomography," Science 254,1178-1181 (1991). [CrossRef] [PubMed]
- R. Huber, M. Wojtkowski, J. Fujimoto, J. Jiang, and A. Cable, "Three-dimensional and C-mode OCT imaging with a compact, frequency swept laser source at 1300 nm," Opt. Express 13,10523-10538 (2005), http://www.opticsinfobase.org/abstract.cfm?URI=oe-13-26-10523. [CrossRef] [PubMed]
- S. Chinn, E. Swanson, and J. Fujimoto, "Optical coherence tomography using a frequency-tunable optical source," Opt. Lett. 22,340-342 (1997). [CrossRef] [PubMed]
- R. Huber, M. Wojtkowski, K. Taira, J. G. Fujimoto and K. Hsu, "Amplified, frequency swept lasers for frequency domain reflectometry and OCT imaging: design and scaling principles," Opt. Express 133513-3528 (2005), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-13-9-3513. [CrossRef] [PubMed]
- D. Huang and E. A. Swanson and C. P. Lin, J. S. Schuman, W. G. Stinson and W. Chang and M. R. Hee, T. Flotte and K. Gregory and C. A. Puliafito and J. G. Fujimoto, "Optical coherence tomography," Science 254,1178-1181 (1991). [CrossRef] [PubMed]
- S. Inomata, Y. Matsunaga, S. Amano, K. Takada, K. Kobayashi, M. Tsunenaga, T. Nishiyama, Y. Kohno, and M. Fukuda, "Possible involvement of gelatinases in basement membrane damage and wrinkle formation in chronically ultraviolet B-exposed hairless mouse," J. Invest. Dermatol. 120,128-134 (2003). [CrossRef] [PubMed]
- T. Gambichler, S. Boms, M. Stucker, G. Moussa, A. Kreuter, M. Sand, D. Sand, P. Altmeyer and K.M. Hoffmann, "Acute skin alterations following ultraviolet radiation investigated by optical coherence tomography and histology," Arch. Dermatol. Res. 297,218-225 (2005). [CrossRef] [PubMed]
- N.D. Gladkova, G.A. Petrova, N.K. Nikulin, S.G. Radenska-Lopovok, L.B. Snopova, Y.P. Chumakov, V.A. Nasonova, V.M. Gelikonov, G.V. Gelikonov, R.V. Kuranov, A.M. Sergee and F.I. Feldchtein, "In vivo optical coherence tomography imaging of human skin: norm and pathology," Skin. Res. Technol. 6,6-16 (2000). [CrossRef]
- N.D. Gladkova, G.A. Petrova, N.K. Nikulin, S.G. Radenska-Lopovok, L.B. Snopova, Y.P. Chumakov, V.A. Nasonova, V.M. Gelikonov, G.V. Gelikonov, R.V. Kuranov, A.M. Sergee and F.I. Feldchtein, "In vivo optical coherence tomography imaging of human skin: norm and pathology," Skin. Res. Technol. 6,6-16 (2000). [CrossRef]
- N.D. Gladkova, G.A. Petrova, N.K. Nikulin, S.G. Radenska-Lopovok, L.B. Snopova, Y.P. Chumakov, V.A. Nasonova, V.M. Gelikonov, G.V. Gelikonov, R.V. Kuranov, A.M. Sergee and F.I. Feldchtein, "In vivo optical coherence tomography imaging of human skin: norm and pathology," Skin. Res. Technol. 6,6-16 (2000). [CrossRef]
- D. Huang and E. A. Swanson and C. P. Lin, J. S. Schuman, W. G. Stinson and W. Chang and M. R. Hee, T. Flotte and K. Gregory and C. A. Puliafito and J. G. Fujimoto, "Optical coherence tomography," Science 254,1178-1181 (1991). [CrossRef] [PubMed]
- M. Rajadhyaksha, M. Grossman, D. Esterowitz, R.H. Webb and R.R. Anderson, "In vivo confocal scanning laser microscopy of human skin: melanin provides strong contrast," J. Invest. Dermatol. 104,946-952 (1995). [CrossRef] [PubMed]
- G.L. Grove, M.J. Grove, J.J. Leyden, L. Lufrano, B. Schwab, B.H. Perry and E.G. Thorne, "Skin replica analysis of photodamaged skin after therapy with tretinoin emollient cream," J. Am. Acad. Dermatol. 25,231-237 (1991). [CrossRef] [PubMed]
- G.L. Grove, M.J. Grove, J.J. Leyden, L. Lufrano, B. Schwab, B.H. Perry and E.G. Thorne, "Skin replica analysis of photodamaged skin after therapy with tretinoin emollient cream," J. Am. Acad. Dermatol. 25,231-237 (1991). [CrossRef] [PubMed]
- D. Huang and E. A. Swanson and C. P. Lin, J. S. Schuman, W. G. Stinson and W. Chang and M. R. Hee, T. Flotte and K. Gregory and C. A. Puliafito and J. G. Fujimoto, "Optical coherence tomography," Science 254,1178-1181 (1991). [CrossRef] [PubMed]
- N. Kashibuchi, Y. Hirai, K. O’Goshi and H. Tagami, "Three-dimensional analyses of individual corneocytes with atomic force microscope: morphological changes related to age, location and to the pathologic skin conditions," Skin. Res. Technol. 8,203-211 (2002). [CrossRef] [PubMed]
- M. Suehiro, S. Hirano, K. Ikenaga, N. Katoh, H. Yasuno and S. Kishimoto, "Characteristics of skin surface morphology and transepidermal water loss in clinically normal-appearing skin of patients with atopic dermatitis: a video-microscopy study," J. Dermatol. 31,78-85 (2004). [PubMed]
- R. A. Leitgeb, C. K. Hitzenberger, A. F. Fercher," Performance of fourier domain vs. time domain optical coherence tomography," Opt. Express 11,889-894 (2003), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-11-8-889. [CrossRef] [PubMed]
- A. F. Fercher and C. K. Hitzenberger and G. Kamp and S. Y. El-Zaiat, "Measurement of intraocular distances by backscattering spectral interferometry," Opt. Commun. 117,43-48 (1995). [CrossRef]
- M. Vogt, A. Knuttel, K. Hoffmann, P. Altmeyer and H. Ermert, "Comparison of high frequency ultrasound and optical coherence tomography as modalities for high resolution and non invasive skin imaging," Biomed. Tech. 48,116-121 (2003). [CrossRef]
- T. Gambichler, S. Boms, M. Stucker, G. Moussa, A. Kreuter, M. Sand, D. Sand, P. Altmeyer and K.M. Hoffmann, "Acute skin alterations following ultraviolet radiation investigated by optical coherence tomography and histology," Arch. Dermatol. Res. 297,218-225 (2005). [CrossRef] [PubMed]
- D. Huang and E. A. Swanson and C. P. Lin, J. S. Schuman, W. G. Stinson and W. Chang and M. R. Hee, T. Flotte and K. Gregory and C. A. Puliafito and J. G. Fujimoto, "Optical coherence tomography," Science 254,1178-1181 (1991). [CrossRef] [PubMed]
- R. Huber, M. Wojtkowski, K. Taira, J. G. Fujimoto and K. Hsu, "Amplified, frequency swept lasers for frequency domain reflectometry and OCT imaging: design and scaling principles," Opt. Express 133513-3528 (2005), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-13-9-3513. [CrossRef] [PubMed]
- R. Huber, M. Wojtkowski, J. Fujimoto, J. Jiang, and A. Cable, "Three-dimensional and C-mode OCT imaging with a compact, frequency swept laser source at 1300 nm," Opt. Express 13,10523-10538 (2005), http://www.opticsinfobase.org/abstract.cfm?URI=oe-13-26-10523. [CrossRef] [PubMed]
- M. Suehiro, S. Hirano, K. Ikenaga, N. Katoh, H. Yasuno and S. Kishimoto, "Characteristics of skin surface morphology and transepidermal water loss in clinically normal-appearing skin of patients with atopic dermatitis: a video-microscopy study," J. Dermatol. 31,78-85 (2004). [PubMed]
- S. Inomata, Y. Matsunaga, S. Amano, K. Takada, K. Kobayashi, M. Tsunenaga, T. Nishiyama, Y. Kohno, and M. Fukuda, "Possible involvement of gelatinases in basement membrane damage and wrinkle formation in chronically ultraviolet B-exposed hairless mouse," J. Invest. Dermatol. 120,128-134 (2003). [CrossRef] [PubMed]
- Y. Yasuno, V.D. Madjarova, S. Makita, M. Akiba, A. Morosawa, C. Chong, T. Sakai, K. Chan, M. Itoh, and T. Yatagai, "Three-dimensional and high-speed swept-source optical coherence tomography for in vivo investigation of human anterior eye segments," Opt. Express 13,10652-10664 (2005), http://www.opticsinfobase.org/abstract.cfm?URI=oe-13-26-10652 [CrossRef] [PubMed]
- M. Mujat, C.R. Chan, B. Cense, B.H. Park, C. Joo, T. Akkin, T.C. Chen and J.F. de Boer, "Retinal nerve fiber layer thickness map determined from optical coherence tomography images," Opt. Express 12,9480-9491 (2005), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-13-23-9480. [CrossRef]
- A. F. Fercher and C. K. Hitzenberger and G. Kamp and S. Y. El-Zaiat, "Measurement of intraocular distances by backscattering spectral interferometry," Opt. Commun. 117,43-48 (1995). [CrossRef]
- N. Kashibuchi, Y. Hirai, K. O’Goshi and H. Tagami, "Three-dimensional analyses of individual corneocytes with atomic force microscope: morphological changes related to age, location and to the pathologic skin conditions," Skin. Res. Technol. 8,203-211 (2002). [CrossRef] [PubMed]
- M. Suehiro, S. Hirano, K. Ikenaga, N. Katoh, H. Yasuno and S. Kishimoto, "Characteristics of skin surface morphology and transepidermal water loss in clinically normal-appearing skin of patients with atopic dermatitis: a video-microscopy study," J. Dermatol. 31,78-85 (2004). [PubMed]
- Y. Nishimori, C. Edwards, A. Pearse, K. Matsumoto, M. Kawai, and R. Marks, "Degenerative alterations of dermal collagen fiber bundles in photodamaged human skin and UV-irradiated hairless mouse skin: possible effect on decreasing skin mechanical properties and appearance of wrinkles," J. Invest. Dermatol. 117,1458-1463 (2001).
- M. Suehiro, S. Hirano, K. Ikenaga, N. Katoh, H. Yasuno and S. Kishimoto, "Characteristics of skin surface morphology and transepidermal water loss in clinically normal-appearing skin of patients with atopic dermatitis: a video-microscopy study," J. Dermatol. 31,78-85 (2004). [PubMed]
- A. Paginoni, A. Knuette, P. Welker, M. Rist, T. Stoudemaye, L. Kolbe, I. Sadiq and A.M. Kligman, "Optical coherence tomography in dermatology," Skin. Res. Technol. 5,83-87 (1999). [CrossRef]
- A. Paginoni, A. Knuette, P. Welker, M. Rist, T. Stoudemaye, L. Kolbe, I. Sadiq and A.M. Kligman, "Optical coherence tomography in dermatology," Skin. Res. Technol. 5,83-87 (1999). [CrossRef]
- M. Vogt, A. Knuttel, K. Hoffmann, P. Altmeyer and H. Ermert, "Comparison of high frequency ultrasound and optical coherence tomography as modalities for high resolution and non invasive skin imaging," Biomed. Tech. 48,116-121 (2003). [CrossRef]
- S. Inomata, Y. Matsunaga, S. Amano, K. Takada, K. Kobayashi, M. Tsunenaga, T. Nishiyama, Y. Kohno, and M. Fukuda, "Possible involvement of gelatinases in basement membrane damage and wrinkle formation in chronically ultraviolet B-exposed hairless mouse," J. Invest. Dermatol. 120,128-134 (2003). [CrossRef] [PubMed]
- S. Inomata, Y. Matsunaga, S. Amano, K. Takada, K. Kobayashi, M. Tsunenaga, T. Nishiyama, Y. Kohno, and M. Fukuda, "Possible involvement of gelatinases in basement membrane damage and wrinkle formation in chronically ultraviolet B-exposed hairless mouse," J. Invest. Dermatol. 120,128-134 (2003). [CrossRef] [PubMed]
- A. Paginoni, A. Knuette, P. Welker, M. Rist, T. Stoudemaye, L. Kolbe, I. Sadiq and A.M. Kligman, "Optical coherence tomography in dermatology," Skin. Res. Technol. 5,83-87 (1999). [CrossRef]
- T. Gambichler, S. Boms, M. Stucker, G. Moussa, A. Kreuter, M. Sand, D. Sand, P. Altmeyer and K.M. Hoffmann, "Acute skin alterations following ultraviolet radiation investigated by optical coherence tomography and histology," Arch. Dermatol. Res. 297,218-225 (2005). [CrossRef] [PubMed]
- N.D. Gladkova, G.A. Petrova, N.K. Nikulin, S.G. Radenska-Lopovok, L.B. Snopova, Y.P. Chumakov, V.A. Nasonova, V.M. Gelikonov, G.V. Gelikonov, R.V. Kuranov, A.M. Sergee and F.I. Feldchtein, "In vivo optical coherence tomography imaging of human skin: norm and pathology," Skin. Res. Technol. 6,6-16 (2000). [CrossRef]
- J. Welzel, E. Lankenau, R. Birngruber and R. Engelhardt, "Optical coherence tomography of the human skin," J. Am. Acad. Dermatol. 37,958-963 (1997). [CrossRef]
- G.L. Grove, M.J. Grove, J.J. Leyden, L. Lufrano, B. Schwab, B.H. Perry and E.G. Thorne, "Skin replica analysis of photodamaged skin after therapy with tretinoin emollient cream," J. Am. Acad. Dermatol. 25,231-237 (1991). [CrossRef] [PubMed]
- D. Huang and E. A. Swanson and C. P. Lin, J. S. Schuman, W. G. Stinson and W. Chang and M. R. Hee, T. Flotte and K. Gregory and C. A. Puliafito and J. G. Fujimoto, "Optical coherence tomography," Science 254,1178-1181 (1991). [CrossRef] [PubMed]
- G.L. Grove, M.J. Grove, J.J. Leyden, L. Lufrano, B. Schwab, B.H. Perry and E.G. Thorne, "Skin replica analysis of photodamaged skin after therapy with tretinoin emollient cream," J. Am. Acad. Dermatol. 25,231-237 (1991). [CrossRef] [PubMed]
- Y. Yasuno, V.D. Madjarova, S. Makita, M. Akiba, A. Morosawa, C. Chong, T. Sakai, K. Chan, M. Itoh, and T. Yatagai, "Three-dimensional and high-speed swept-source optical coherence tomography for in vivo investigation of human anterior eye segments," Opt. Express 13,10652-10664 (2005), http://www.opticsinfobase.org/abstract.cfm?URI=oe-13-26-10652 [CrossRef] [PubMed]
- Y. Yasuno, V.D. Madjarova, S. Makita, M. Akiba, A. Morosawa, C. Chong, T. Sakai, K. Chan, M. Itoh, and T. Yatagai, "Three-dimensional and high-speed swept-source optical coherence tomography for in vivo investigation of human anterior eye segments," Opt. Express 13,10652-10664 (2005), http://www.opticsinfobase.org/abstract.cfm?URI=oe-13-26-10652 [CrossRef] [PubMed]
- J.F. de Boer, S.M. Srinivas, A. Malekafzali, Z. Chen and J. Nelson, "Imaging thermally damaged tissue by Polarization Sensitive Optical Coherence Tomography," Opt. Express 3,212-218 (1998), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-3-6-212. [CrossRef] [PubMed]
- Z. Chen, T.E. Milner, S. Srinivas, X. Wang and A. Malekafzali, M.J.C. van Gemert, and J.S. Nelson, "Noninvasive imagingof in vivo blood flow velocity usingoptical Doppler tomography," Opt. Lett. 22,1119-1121 (1997). [CrossRef] [PubMed]
- Y. Nishimori, C. Edwards, A. Pearse, K. Matsumoto, M. Kawai, and R. Marks, "Degenerative alterations of dermal collagen fiber bundles in photodamaged human skin and UV-irradiated hairless mouse skin: possible effect on decreasing skin mechanical properties and appearance of wrinkles," J. Invest. Dermatol. 117,1458-1463 (2001).
- Y. Nishimori, C. Edwards, A. Pearse, K. Matsumoto, M. Kawai, and R. Marks, "Degenerative alterations of dermal collagen fiber bundles in photodamaged human skin and UV-irradiated hairless mouse skin: possible effect on decreasing skin mechanical properties and appearance of wrinkles," J. Invest. Dermatol. 117,1458-1463 (2001).
- S. Inomata, Y. Matsunaga, S. Amano, K. Takada, K. Kobayashi, M. Tsunenaga, T. Nishiyama, Y. Kohno, and M. Fukuda, "Possible involvement of gelatinases in basement membrane damage and wrinkle formation in chronically ultraviolet B-exposed hairless mouse," J. Invest. Dermatol. 120,128-134 (2003). [CrossRef] [PubMed]
- Z. Chen, T.E. Milner, S. Srinivas, X. Wang and A. Malekafzali, M.J.C. van Gemert, and J.S. Nelson, "Noninvasive imagingof in vivo blood flow velocity usingoptical Doppler tomography," Opt. Lett. 22,1119-1121 (1997). [CrossRef] [PubMed]
- J.F. de Boer, T.E. Milner, M.J.C. van Gemert and J.S. Nelson, "Two-dimensional birefringence imaging in biological tissue by polarization-sensitive optical coherence tomography," Opt. Lett. 22,934-936 (1997). [CrossRef] [PubMed]
- Y. Yasuno, V.D. Madjarova, S. Makita, M. Akiba, A. Morosawa, C. Chong, T. Sakai, K. Chan, M. Itoh, and T. Yatagai, "Three-dimensional and high-speed swept-source optical coherence tomography for in vivo investigation of human anterior eye segments," Opt. Express 13,10652-10664 (2005), http://www.opticsinfobase.org/abstract.cfm?URI=oe-13-26-10652 [CrossRef] [PubMed]
- T. Gambichler, S. Boms, M. Stucker, G. Moussa, A. Kreuter, M. Sand, D. Sand, P. Altmeyer and K.M. Hoffmann, "Acute skin alterations following ultraviolet radiation investigated by optical coherence tomography and histology," Arch. Dermatol. Res. 297,218-225 (2005). [CrossRef] [PubMed]
- B. H. Park, M. C. Pierce, B. Cense, S. Yun, M. Mujat, G. J. Tearney, B. E. Bouma, and J. F. de Boer, "Realtime fiber-based multi-functional spectral-domain optical coherence tomography at 1.3 μm," Opt. Express 13,3931-3944 (2005), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-13-11-3931. [CrossRef] [PubMed]
- M. Mujat, C.R. Chan, B. Cense, B.H. Park, C. Joo, T. Akkin, T.C. Chen and J.F. de Boer, "Retinal nerve fiber layer thickness map determined from optical coherence tomography images," Opt. Express 12,9480-9491 (2005), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-13-23-9480. [CrossRef]
- N.D. Gladkova, G.A. Petrova, N.K. Nikulin, S.G. Radenska-Lopovok, L.B. Snopova, Y.P. Chumakov, V.A. Nasonova, V.M. Gelikonov, G.V. Gelikonov, R.V. Kuranov, A.M. Sergee and F.I. Feldchtein, "In vivo optical coherence tomography imaging of human skin: norm and pathology," Skin. Res. Technol. 6,6-16 (2000). [CrossRef]
- N. Nassif, B. Cense, B. Park, M. Pierce, S. Yun, B. Bouma, G. Tearney, T. Chen, and J. de Boer, "In vivo highresolution video-rate spectral-domain optical coherence tomography of the human retina and optic nerve," Opt. Express 12,367-376 (2004), http://www.opticsinfobase.org/abstract.cfm?URI=oe-12-3-367. [CrossRef] [PubMed]
- B.H. Park, C. Saxer, S.M. Srinivas, J.S. Nelson and J.F. de Boer, "In vivo burn depth determination by high-speed fiber-based polarization sensitive optical coherence tomography," J. Biomed. Opt. 6,474-479 (2001). [CrossRef] [PubMed]
- Y. Zhao, Z. Chen, C. Saxer, Q. Shen, S. Xiang, J.F. de Boer and J.S. Nelson, "Doppler standard deviation imaging for clinical monitoring of in vivo human skin blood flow," Opt. Lett. 25,1358-1360 (2000). [CrossRef]
- Z. Chen, T.E. Milner, S. Srinivas, X. Wang and A. Malekafzali, M.J.C. van Gemert, and J.S. Nelson, "Noninvasive imagingof in vivo blood flow velocity usingoptical Doppler tomography," Opt. Lett. 22,1119-1121 (1997). [CrossRef] [PubMed]
- J.F. de Boer, T.E. Milner, M.J.C. van Gemert and J.S. Nelson, "Two-dimensional birefringence imaging in biological tissue by polarization-sensitive optical coherence tomography," Opt. Lett. 22,934-936 (1997). [CrossRef] [PubMed]
- N.D. Gladkova, G.A. Petrova, N.K. Nikulin, S.G. Radenska-Lopovok, L.B. Snopova, Y.P. Chumakov, V.A. Nasonova, V.M. Gelikonov, G.V. Gelikonov, R.V. Kuranov, A.M. Sergee and F.I. Feldchtein, "In vivo optical coherence tomography imaging of human skin: norm and pathology," Skin. Res. Technol. 6,6-16 (2000). [CrossRef]
- Y. Nishimori, C. Edwards, A. Pearse, K. Matsumoto, M. Kawai, and R. Marks, "Degenerative alterations of dermal collagen fiber bundles in photodamaged human skin and UV-irradiated hairless mouse skin: possible effect on decreasing skin mechanical properties and appearance of wrinkles," J. Invest. Dermatol. 117,1458-1463 (2001).
- S. Inomata, Y. Matsunaga, S. Amano, K. Takada, K. Kobayashi, M. Tsunenaga, T. Nishiyama, Y. Kohno, and M. Fukuda, "Possible involvement of gelatinases in basement membrane damage and wrinkle formation in chronically ultraviolet B-exposed hairless mouse," J. Invest. Dermatol. 120,128-134 (2003). [CrossRef] [PubMed]
- N. Kashibuchi, Y. Hirai, K. O’Goshi and H. Tagami, "Three-dimensional analyses of individual corneocytes with atomic force microscope: morphological changes related to age, location and to the pathologic skin conditions," Skin. Res. Technol. 8,203-211 (2002). [CrossRef] [PubMed]
- A. Paginoni, A. Knuette, P. Welker, M. Rist, T. Stoudemaye, L. Kolbe, I. Sadiq and A.M. Kligman, "Optical coherence tomography in dermatology," Skin. Res. Technol. 5,83-87 (1999). [CrossRef]
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- B. H. Park, M. C. Pierce, B. Cense, S. Yun, M. Mujat, G. J. Tearney, B. E. Bouma, and J. F. de Boer, "Realtime fiber-based multi-functional spectral-domain optical coherence tomography at 1.3 μm," Opt. Express 13,3931-3944 (2005), http://www.opticsexpress.org/abstract.cfm?URI=OPEX-13-11-3931. [CrossRef] [PubMed]
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- G.L. Grove, M.J. Grove, J.J. Leyden, L. Lufrano, B. Schwab, B.H. Perry and E.G. Thorne, "Skin replica analysis of photodamaged skin after therapy with tretinoin emollient cream," J. Am. Acad. Dermatol. 25,231-237 (1991). [CrossRef] [PubMed]
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- M.C. Pierce, J. Strasswimmer, B.H. Park, B. Cense, and J.F. de Boer, "Advances in optical coherence tomography imaging for dermatology," J. Invest. Dermatol. 123,458-463 (2004). [CrossRef] [PubMed]
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- Y. Zhao, Z. Chen, C. Saxer, S. Xiang, J.F. de Boer and J. S. Nelson, "Phase-resolved optical coherence tomography and optical Doppler tomography for imaging blood f low in human skin with fast scanning speed and high velocity sensitivity," Opt. Lett. 25,114-116 (2000). [CrossRef]
- Y. Zhao, Z. Chen, C. Saxer, Q. Shen, S. Xiang, J.F. de Boer and J.S. Nelson, "Doppler standard deviation imaging for clinical monitoring of in vivo human skin blood flow," Opt. Lett. 25,1358-1360 (2000). [CrossRef]
- J.M. Schmitt, M.J. Yadlowsky and R.F. Bonner., "Subsurface imaging of living skin with optical coherence microscopy," Darmatology 191,93-98 (1995). [CrossRef]
- D. Huang and E. A. Swanson and C. P. Lin, J. S. Schuman, W. G. Stinson and W. Chang and M. R. Hee, T. Flotte and K. Gregory and C. A. Puliafito and J. G. Fujimoto, "Optical coherence tomography," Science 254,1178-1181 (1991). [CrossRef] [PubMed]
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- A. Paginoni, A. Knuette, P. Welker, M. Rist, T. Stoudemaye, L. Kolbe, I. Sadiq and A.M. Kligman, "Optical coherence tomography in dermatology," Skin. Res. Technol. 5,83-87 (1999). [CrossRef]
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Arch. Dermatol. Res.
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Biomed. Tech.
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Computer Graphics and Image Processing
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Darmatology
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J. Am. Acad. Dermatol.
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J. Biomed. Opt.
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J. Dermatol.
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J. Invest. Dermatol.
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