-
1
-
-
38049055180
-
Melanin absorption spectroscopy: New method for noninvasive skin investigation and melanoma detection
-
G. Zonios et al., "Melanin absorption spectroscopy: new method for noninvasive skin investigation and melanoma detection," J. Biomed. Opt. 13(1), 014017 (2008).
-
(2008)
J. Biomed. Opt.
, vol.13
, Issue.1
, pp. 014017
-
-
Zonios, G.1
-
2
-
-
33751195543
-
Differentiation of normal skin and melanoma using high resolution hyperspectral imaging
-
D. Dicker et al., "Differentiation of normal skin and melanoma using high resolution hyperspectral imaging," Cancer Biol. Ther. 5(8), 1033-1038 (2006).
-
(2006)
Cancer Biol. Ther.
, vol.5
, Issue.8
, pp. 1033-1038
-
-
Dicker, D.1
-
3
-
-
0024790311
-
Skin optics
-
DOI 10.1109/10.42108
-
M. J. C. van Gemert et al., "Skin optics," IEEE Trans. Biomed. Eng. 36(12), 1146-1154 (1989). (Pubitemid 20069822)
-
(1989)
IEEE Transactions on Biomedical Engineering
, vol.36
, Issue.12
, pp. 1146-1154
-
-
Van Gemert, M.J.C.1
Jacques, S.L.2
Sterenborg, H.J.C.M.3
Star, W.M.4
-
4
-
-
79951575730
-
-
American Cancer Society
-
American Cancer Society, "Cancer facts and figures" (2010).
-
(2010)
Cancer Facts and Figures
-
-
-
7
-
-
84878395595
-
Computational modeling of skin reflectance spectra for biological parameter estimation through machine learning
-
S. Vyas et al., "Computational modeling of skin reflectance spectra for biological parameter estimation through machine learning," Proc. SPIE 8390, 83901B (2012).
-
(2012)
Proc. SPIE
, vol.8390
-
-
Vyas, S.1
-
8
-
-
84878419117
-
Hyperspectral signature analysis of skin parameters
-
S. Vyas et al., "Hyperspectral signature analysis of skin parameters," Proc. SPIE, 8670, 867002 (2013).
-
(2013)
Proc. SPIE
, vol.8670
, pp. 867002
-
-
Vyas, S.1
-
9
-
-
84889041941
-
Machine learning methods for in vivo skin parameter estimation
-
Porto, Portugal
-
S. Vyas, A. Banerjee, and P. Burlina, "Machine learning methods for in vivo skin parameter estimation," in Proc. 26th Int. Symp. on Computer- Based Medical Systems, IEEE, Porto, Portugal (2013).
-
(2013)
Proc. 26th Int. Symp. on Computer- Based Medical Systems IEEE
-
-
Vyas, S.1
Banerjee, A.2
Burlina, P.3
-
10
-
-
67649859518
-
Light interaction with human skin: From believable images to predictable models
-
ACM, New York
-
G. Baranoski and A. Krishnaswamy, "Light interaction with human skin: from believable images to predictable models," in Proc. ACM SIGGRAPH ASIA'08 courses, ACM, New York (2008).
-
(2008)
Proc. ACM SIGGRAPH ASIA'08 Courses
-
-
Baranoski, G.1
Krishnaswamy, A.2
-
12
-
-
0023802560
-
Relations between the Kubelka-Munk and the transport equation models for anisotropic scattering
-
M. van Gemert andW. Star, "Relations between the Kubelka-Munk and the transport equation models for anisotropic scattering," Lasers Life Sci. 1(98), 287-298 (1987).
-
(1987)
Lasers Life Sci.
, vol.1
, Issue.98
, pp. 287-298
-
-
Van Gemert, M.1
Star, W.2
-
13
-
-
0028757534
-
Tissue optics, light distribution, and spectroscopy
-
V. Tuchin, S. Utz, and I. Yaroslavsky, "Tissue optics, light distribution, and spectroscopy," Opt. Eng. 33(10), 3178-3188 (1994).
-
(1994)
Opt. Eng.
, vol.33
, Issue.10
, pp. 3178-3188
-
-
Tuchin, V.1
Utz, S.2
Yaroslavsky, I.3
-
15
-
-
0036853740
-
Quantitative assessment of skin layers absorption and skin reflectance spectra simulation in the visible and near-infrared spectral regions
-
DOI 10.1088/0967-3334/23/4/312, PII S0967333402365493
-
I. V. Meglinski and S. J. Matcher, "Quantitative assessment of skin layers absorption and skin reflectance spectra simulation in the visible and near-infrared spectral regions," Physiol. Meas. 23(4), 741-753 (2002). (Pubitemid 35386579)
-
(2002)
Physiological Measurement
, vol.23
, Issue.4
, pp. 741-753
-
-
Meglinski, I.V.1
Matcher, S.J.2
-
18
-
-
0004025094
-
Multiple light scattering: Tables
-
Academic Press, New York
-
H. Van de Hulst, "Multiple light scattering: tables," in Formulas and Applications, Vol. 1, pp. 477-492, Academic Press, New York (1980).
-
(1980)
Formulas and Applications
, vol.1
, pp. 477-492
-
-
Hulst De H.Van1
-
19
-
-
0042198936
-
Analysis of skin tissues spatial fluorescence distribution by the Monte Carlo simulation
-
D. Churmakov et al., "Analysis of skin tissues spatial fluorescence distribution by the Monte Carlo simulation," J. Phys. D Appl. Phys. 36(14), 1722-1728 (2003).
-
(2003)
J. Phys. D Appl. Phys.
, vol.36
, Issue.14
, pp. 1722-1728
-
-
Churmakov, D.1
-
20
-
-
0034824296
-
Melanin and blood concentration in a human skin model studied by multiple regression analysis: Assessment by Monte Carlo simulation
-
DOI 10.1088/0031-9155/46/9/309, PII S0031915501243474
-
M. Shimada et al., "Melanin and blood concentration in a human skin model studied by multiple regression analysis: assessment by Monte Carlo simulation," Phys. Med. Biol. 46(9), 2397-2406 (2001). (Pubitemid 32895535)
-
(2001)
Physics in Medicine and Biology
, vol.46
, Issue.9
, pp. 2397-2406
-
-
Shimada, M.1
Yamada, Y.2
Itoh, M.3
Yatagai, T.4
-
23
-
-
0037762411
-
An illumination model for a skin layer bounded by rough surfaces
-
Eurographics Association Aire-la-Ville, Switzerland
-
J. Stam, "An illumination model for a skin layer bounded by rough surfaces," in Proc. 12th Eurographics Workshop on Rendering Techniques, pp. 39-52, Eurographics Association Aire-la-Ville, Switzerland (2001).
-
(2001)
Proc. 12th Eurographics Workshop on Rendering Techniques
, pp. 39-52
-
-
Stam, J.1
-
25
-
-
0029722977
-
Developing a predictive model of human skin colouring
-
S. Cotton and E. Claridge, "Developing a predictive model of human skin colouring," Proc. SPIE 2708, 814-825 (1996).
-
(1996)
Proc. SPIE
, vol.2708
, pp. 814-825
-
-
Cotton, S.1
Claridge, E.2
-
26
-
-
35248883069
-
An inverse method for the recovery of tissue parameters from colour images
-
Springer, New York
-
E. Claridge and S. Preece, "An inverse method for the recovery of tissue parameters from colour images," in Information Processing in Medical Imaging, pp. 306-317, Springer, New York (2003).
-
(2003)
Information Processing in Medical Imaging
, pp. 306-317
-
-
Claridge, E.1
Preece, S.2
-
27
-
-
3042669114
-
Spectral filter optimization for the recovery of parameters which describe human skin
-
S. J. Preece and E. Claridge, "Spectral filter optimization for the recovery of parameters which describe human skin," IEEE Trans. Pattern Anal. Mach. Intell. 26(7), 913-922 (2004).
-
(2004)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.26
, Issue.7
, pp. 913-922
-
-
Preece, S.J.1
Claridge, E.2
-
28
-
-
0038057527
-
Spectral estimation of human skin color using the Kubelka-Munk theory
-
M. Doi and S. Tominaga, "Spectral estimation of human skin color using the Kubelka-Munk theory," Proc. SPIE 5008, 221-228 (2003).
-
(2003)
Proc. SPIE
, vol.5008
, pp. 221-228
-
-
Doi, M.1
Tominaga, S.2
-
29
-
-
77951735834
-
Rapid and accurate estimation of blood saturation, melanin content, and epidermis thickness from spectral diffuse reflectance
-
D. Yudovsky and L. Pilon, "Rapid and accurate estimation of blood saturation, melanin content, and epidermis thickness from spectral diffuse reflectance," Appl. Opt. 49(10), 1707-1719 (2010).
-
(2010)
Appl. Opt.
, vol.49
, Issue.10
, pp. 1707-1719
-
-
Yudovsky, D.1
Pilon, L.2
-
30
-
-
79955016677
-
Retrieving skin properties from in vivo spectral reflectance measurements
-
D. Yudovsky and L. Pilon, "Retrieving skin properties from in vivo spectral reflectance measurements," J. Biophoton. 4(5), 305-314 (2011).
-
(2011)
J. Biophoton.
, vol.4
, Issue.5
, pp. 305-314
-
-
Yudovsky, D.1
Pilon, L.2
-
32
-
-
85047692169
-
Analytical modeling for the optical properties of the skin with in vitro and in vivo applications
-
S. Wan, R. Anderson, and J. Parrish, "Analytical modeling for the optical properties of the skin with in vitro and in vivo applications," Photochem. Photobiol. 34(4), 493-499 (1981).
-
(1981)
Photochem. Photobiol.
, vol.34
, Issue.4
, pp. 493-499
-
-
Wan, S.1
Anderson, R.2
Parrish, J.3
-
33
-
-
0033190620
-
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(9), 2169-2176 (1999). (Pubitemid 129652025)
-
(1999)
Journal of the Optical Society of America A: Optics and Image Science, and Vision
, vol.16
, Issue.9
, pp. 2169-2176
-
-
Tsumura, N.1
Haneishi, H.2
Miyake, Y.3
-
34
-
-
9444257685
-
Image-based skin color and texture analysis/synthesis by extracting hemoglobin and melanin information in the skin
-
N. Tsumura et al., "Image-based skin color and texture analysis/synthesis by extracting hemoglobin and melanin information in the skin," ACM Trans. Graph. 22(3), 770-779 (2003).
-
(2003)
ACM Trans. Graph.
, vol.22
, Issue.3
, pp. 770-779
-
-
Tsumura, N.1
-
35
-
-
0035439284
-
Mapping pigmentation in human skin from a multi-channel visible spectrum image by inverse optical scattering technique
-
N. Tsumura et al., "Mapping pigmentation in human skin from a multichannel visible spectrum image by inverse optical scattering technique," J. Imag. Sci. Technol. 45(5), 444-450 (2001). (Pubitemid 33033964)
-
(2001)
Journal of Imaging Science and Technology
, vol.45
, Issue.5
, pp. 444-450
-
-
Tsumura, N.1
Kawabuchi, M.2
Haneishi, H.3
Miyake, Y.4
-
36
-
-
0142148232
-
From colour to tissue histology: Physics-based interpretation of images of pigmented skin lesions
-
DOI 10.1016/S1361-8415(03)00033-1
-
E. Claridge et al., "From colour to tissue histology: physics-based interpretation of images of pigmented skin lesions," Med. Image Anal. 7(4), 489-502 (2003). (Pubitemid 37322313)
-
(2003)
Medical Image Analysis
, vol.7
, Issue.4
, pp. 489-502
-
-
Claridge, E.1
Cotton, S.2
Hall, P.3
Moncrieff, M.4
-
37
-
-
79955714254
-
How to assess scar hypertrophya - A comparison of subjective scales and Spectrocutometry: A new objective method
-
I. Kaartinen et al., "How to assess scar hypertrophya-a comparison of subjective scales and Spectrocutometry: a new objective method," Wound Repair Regen. 19(3), 316-323 (2011).
-
(2011)
Wound Repair Regen.
, vol.19
, Issue.3
, pp. 316-323
-
-
Kaartinen, I.1
-
38
-
-
0034277354
-
Near-infrared spectroscopy and imaging: A new approach to assess burn injuries
-
L. Leonardi et al., "Near-infrared spectroscopy and imaging: a new approach to assess burn injuries," Am. Clin. Lab. 19(8), 20-22 (2000).
-
(2000)
Am. Clin. Lab.
, vol.19
, Issue.8
, pp. 20-22
-
-
Leonardi, L.1
-
39
-
-
14044279342
-
Assessment of skin flaps using optically based methods for measuring blood flow and oxygenation
-
DOI 10.1097/01.PRS.0000148415.54546.CA
-
J. Payette et al., "Assessment of skin flaps using optically based methods for measuring blood flow and oxygenation," Plastic Reconstruc. Surg. 115(2), 539-546 (2005). (Pubitemid 40279314)
-
(2005)
Plastic and Reconstructive Surgery
, vol.115
, Issue.2
, pp. 539-546
-
-
Payette, J.R.1
Kohlenberg, E.2
Leonardi, L.3
Pabbies, A.4
Kerr, P.5
Liu, K.-Z.6
Sowa, M.G.7
-
40
-
-
78651090753
-
Multi-spectral image analysis for skin pigmentation classification
-
IEEE, Hong Kong
-
S. Prigent et al., "Multi-spectral image analysis for skin pigmentation classification" in Proc. 17th IEEE Int. Conf. on Image Process., pp. 3641-3644, IEEE, Hong Kong (2010).
-
(2010)
Proc. 17th IEEE Int. Conf. on Image Process.
, pp. 3641-3644
-
-
Prigent, S.1
-
42
-
-
79952200930
-
Hyperspectral imaging in diabetic foot wound care
-
D. Yudovsky, A. Nouvong, and L. Pilon, "Hyperspectral imaging in diabetic foot wound care," J. Diabetes Sci. Technol. 4(5), 1099- 1113 (2010).
-
(2010)
J. Diabetes Sci. Technol.
, vol.4
, Issue.5
, pp. 1099-1113
-
-
Yudovsky, D.1
Nouvong, A.2
Pilon, L.3
-
43
-
-
0034981810
-
A comparison of machine learning methods for the diagnosis of pigmented skin lesions
-
DOI 10.1006/jbin.2001.1004
-
S. Dreiseitl et al., "A comparison of machine learning methods for the diagnosis of pigmented skin lesions," J. Biomed. Inform. 34(1), 28-36 (2001). (Pubitemid 32510404)
-
(2001)
Journal of Biomedical Informatics
, vol.34
, Issue.1
, pp. 28-36
-
-
Dreiseitl, S.1
Ohno-Machado, L.2
Kittler, H.3
Vinterbo, S.4
Billhardt, H.5
Binder, M.6
-
44
-
-
0038180326
-
Combined near-infrared spectroscopy and multifrequency bio-impedance investigation of skin alterations in diabetes patients based in multivariate analyses
-
DOI 10.1007/BF02348438
-
J. Nyström et al., "Combined near-infrared spectroscopy and multifrequency bio-impedance investigation of skin alterations in diabetes patients based on multivariate analyses," Med. Biol. Eng. Comput. 41(3), 324-329 (2003). (Pubitemid 36701036)
-
(2003)
Medical and Biological Engineering and Computing
, vol.41
, Issue.3
, pp. 324-329
-
-
Nystrom, J.1
Lindholm-Sethson, B.2
Stenberg, L.3
Ollmar, S.4
Eriksson, J.W.5
Geladi, P.6
-
45
-
-
0035063773
-
Near infrared spectroscopic assessment of hemodynamic changes in the early post-burn period
-
DOI 10.1016/S0305-4179(00)00111-X, PII S030541790000111X
-
M. Sowa et al., "Near infrared spectroscopic assessment of hemodynamic changes in the early post-burn period," Burns 27(3), 241-249 (2001). (Pubitemid 32328303)
-
(2001)
Burns
, vol.27
, Issue.3
, pp. 241-249
-
-
Sowa, M.G.1
Leonardi, L.2
Payette, J.R.3
Fish, J.S.4
Mantsch, H.H.5
-
46
-
-
77954436960
-
Lower extremity ulcer image segmentation of visual and near-infrared imagery
-
V. Bochko et al., "Lower extremity ulcer image segmentation of visual and near-infrared imagery," Skin Res. Technol. 16(2), 190-197 (2010).
-
(2010)
Skin Res. Technol.
, vol.16
, Issue.2
, pp. 190-197
-
-
Bochko, V.1
-
47
-
-
0022059848
-
Linearization and scatter-correction for near-infrared reflectance spectra of meat
-
P. Geladi, D. MacDougall, and H. Martens, "Linearization and scattercorrection for near-infrared reflectance spectra of meat," Appl. Spectrosc. 39(3), 491-500 (1985). (Pubitemid 15514638)
-
(1985)
Applied Spectroscopy
, vol.39
, Issue.3
, pp. 491-500
-
-
Geladi, P.1
MacDougall, D.2
Martens, H.3
-
49
-
-
84887252594
-
Support vector method for function approximation, regression estimation and signal processing
-
MIT Press, Cambridge, Massachusetts
-
V. Vapnik, S. Golowich, and A. Smola, "Support vector method for function approximation, regression estimation and signal processing," in Proc. Adv. in Neural Information Process. Syst. Conf., Vol. 9, pp. 281-287, MIT Press, Cambridge, Massachusetts (1996).
-
(1996)
Proc. Adv. in Neural Information Process. Syst. Conf.
, vol.9
, pp. 281-287
-
-
Vapnik, V.1
Golowich, S.2
Smola, A.3
-
50
-
-
34249753618
-
Support-vector networks
-
C. Cortes and V. Vapnik, "Support-vector networks," Mach. Learn. 20(3), 273-297 (1995).
-
(1995)
Mach. Learn.
, vol.20
, Issue.3
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
51
-
-
75149170055
-
Nearest neighbor based feature selection for regression and its application to neural activity
-
MIT Press, Cambridge, Massachusetts
-
A. Navot et al., "Nearest neighbor based feature selection for regression and its application to neural activity,".in Proc. Adv. in Neural Information Process. Syst. Conf., Vol. 18, pp. 995-1002, MIT Press, Cambridge, Massachusetts (2006).
-
(2006)
Proc. Adv. in Neural Information Process. Syst. Conf.
, vol.18
, pp. 995-1002
-
-
Navot, A.1
-
53
-
-
4043137356
-
A tutorial on support vector regression
-
DOI 10.1023/B:STCO.0000035301.49549.88
-
A. Smola and B. Scholkopf, "A tutorial on support vector regression," Stat. Comput. 14(3), 199-222 (2004). (Pubitemid 39063488)
-
(2004)
Statistics and Computing
, vol.14
, Issue.3
, pp. 199-222
-
-
Smola, A.J.1
Scholkopf, B.2
-
55
-
-
0003028425
-
Nonlinear programming
-
University of California Press, Berkeley, California
-
H. Kuhn and A. Tucker, "Nonlinear programming," in Proc. 2nd Berkeley Symposium on Mathematical Statistics and Probability, pp. 481-492, University of California Press, Berkeley, California (1951).
-
(1951)
Proc. 2nd Berkeley Symposium on Mathematical Statistics and Probability
, pp. 481-492
-
-
Kuhn, H.1
Tucker, A.2
-
56
-
-
0000913324
-
SVMTorch: Support Vector Machines for large-scale regression problems
-
R. Collobert and S. Bengio, "SVMTorch: support vector machines for large-scale regression problems," J. Mach. Learn. Res. 1, 143-160 (2001). (Pubitemid 33738779)
-
(2001)
Journal of Machine Learning Research
, vol.1
, Issue.2
, pp. 143-160
-
-
Collobert, R.1
Bengio, S.2
-
57
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
C. Burges, "A tutorial on support vector machines for pattern recognition," Data Min. Knowl. Discov. 2(2), 121-167 (1998). (Pubitemid 128695475)
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, Issue.2
, pp. 121-167
-
-
Burges, C.J.C.1
-
58
-
-
0242483561
-
The openCV library
-
G. Bradski, "The OpenCV Library," Dr. Dobb's J. Softw. Tools 25(11), 120-126 (2000).
-
(2000)
Dr. Dobb's J. Softw. Tools
, vol.25
, Issue.11
, pp. 120-126
-
-
Bradski, G.1
-
59
-
-
0002656620
-
Estimating the characteristics of a marked stand using k-nearest-neighbour regression
-
M. Tommola et al., "Estimating the characteristics of a marked stand using k-nearest-neighbour regression," Int. J. Forest Eng. 10(2), 75-81 (1999).
-
(1999)
Int. J. Forest Eng.
, vol.10
, Issue.2
, pp. 75-81
-
-
Tommola, M.1
-
60
-
-
0035678589
-
Skin melanin, hemoglobin, and light scattering properties can be quantitatively assessed in vivo using diffuse reflectance spectroscopy
-
DOI 10.1046/j.0022-202x.2001.01577.x
-
G. Zonios, J. Bykowski, and N. Kollias, "Skin melanin, hemoglobin, and light scattering properties can be quantitatively assessed in vivo using diffuse reflectance spectroscopy," J. Invest. Dermatol. 117(6), 1452-1457 (2001). (Pubitemid 34032773)
-
(2001)
Journal of Investigative Dermatology
, vol.117
, Issue.6
, pp. 1452-1457
-
-
Zonios, G.1
Bykowski, J.2
Kollias, N.3
-
62
-
-
0023605462
-
Type I and III collagen content and fibre distribution in normal human skin during ageing
-
C. Lovell et al., "Type I and III collagen content and fibre distribution in normal human skin during ageing," Br. J. Dermatol. 117(4), 419-428 (1987). (Pubitemid 18066481)
-
(1987)
British Journal of Dermatology
, vol.117
, Issue.4
, pp. 419-428
-
-
Lovell, C.R.1
Smolenski, K.A.2
Duance, V.C.3
Light, N.D.4
Young, S.5
Dyson, M.6
-
63
-
-
0028828307
-
The effects of aging on the cutaneous microvasculature
-
R. Kelly et al., "The effects of aging on the cutaneous microvasculature," J. Am. Acad. Dermatol. 33(5), 749-756 (1995).
-
(1995)
J. Am. Acad. Dermatol.
, vol.33
, Issue.5
, pp. 749-756
-
-
Kelly, R.1
-
64
-
-
0033812918
-
Melanin density and melanin type predict melanocytic naevi in 19-20 year olds of northern European ancestry
-
T. Dwyer et al., "Melanin density and melanin type predict melanocytic naevi in 19-20 year olds of northern European ancestry," Melanoma Res. 10(4), 387-394 (2000).
-
(2000)
Melanoma Res.
, vol.10
, Issue.4
, pp. 387-394
-
-
Dwyer, T.1
-
65
-
-
80455163066
-
Noninvasive imaging of human skin hemodynamics using a digital red-green-blue camera
-
I. Nishidate et al., "Noninvasive imaging of human skin hemodynamics using a digital red-green-blue camera," J. Biomed. Opt. 16(8), 086012 (2011).
-
(2011)
J. Biomed. Opt.
, vol.16
, Issue.8
, pp. 086012
-
-
Nishidate, I.1
-
67
-
-
0003775298
-
-
Society for Industrial Mathematics, New York
-
O. Mangasarian, Nonlinear Programming, Vol. 10, Society for Industrial Mathematics, New York (1994).
-
(1994)
Nonlinear Programming
, vol.10
-
-
Mangasarian, O.1
-
68
-
-
0003535471
-
-
John Wiley & Sons, Inc., New York
-
G. McCormick, Nonlinear Programming: Theory, Algorithms, and Applications, John Wiley & Sons, Inc., New York (1983).
-
(1983)
Nonlinear Programming: Theory, Algorithms, and Applications
-
-
McCormick, G.1
-
70
-
-
0000545946
-
Improvements to Platt's SMO algorithm for SVM classifier design
-
DOI 10.1162/089976601300014493
-
S. Keerthi et al., "Improvements to Platt's SMO algorithm for SVM classifier design," Neural Comput. 13(3), 637-649 (2001). (Pubitemid 33595014)
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(2001)
Neural Computation
, vol.13
, Issue.3
, pp. 637-649
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Keerthi, S.S.1
Shevade, S.K.2
Bhattacharyya, C.3
Murthy, K.R.K.4
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