11 Segmentation and Visualization of Drusen …
343
54. Albert K. Feeny, Mongkol Tadaratic, David E. Freund, Neil M. Bressler, Philippe Burlina,
Automated segmentation of geographic atrophy of the retinal epithelium via random forests in
AREDS color fundus images. Comput. Biol. Med. 65(1), 124–136 (2015)
55. Hu Zhihong, Gerard G. Medioni, Matthias Hernandez, Amirhossein Hariri, Wu Xiaodong,
SriniVas R. Sadda, Segmentation of the geographic atrophy in spectral-domain optical coherence tomography and fundus autofluorescence images. Invest. Ophthalmol. Vis. Sci. 54(13),
8375–8383 (2013)
56. Muneeswar Gupta Nittala, Amirhossein Hariri, Erin Henry, Eric C. Strauss, Phillip Lai, Srinivas
R. Sadda, Correlation between fundus autofluorescence and spectral domain optical coherence
tomography measurements in geographic atrophy. Invest. Ophthalmol. Vis. Sci. 55(13), 5896
(2014)
57. Qiang Chen, Luis de Sisternes, Theodore Leng, Luoluo Zheng, Lauren Kutzscher, Daniel L.
Rubin, Semi-automatic geographic atrophy segmentation for SD-OCT images. Biomedical
Optics Express 4(12), 2729–2750 (2013)
58. Sijie Niu, Luis de Sisternes, Qiang Chen, Theodore Leng, Daniel L. Rubin, Automated geographic atrophy segmentation for SD-OCT images using region-based C-V model via local
similarity factor. Biomed. Opt. Express 7(2), 581–600 (2016)
59. Q. Chen, S. Niu, H. Shen, T.N. Leng, L. De Sisternes, D.L. Rubin, Restricted summed-area
projection for geographic atrophy visualization in SD-OCT images. Translational Vision Sci.
Technol. 4(5), 2 (2015)
60. Q. Chen, T. Leng, S. Niu, J. Shi, L. De Sistermes, D.L. Rubin, A false color fusion strategy
for drusen and GA visualization OCT images. Retina (Philadelphia, Pa.) 34(12), 2346–2358
(2014)
61. C. Tomasi, R. Manduchi, Bilateral filtering for gray and color images, in Proceedings of the
International Conference on Computer Vision (ICCV) pp. 839–846 1998
62. Z. Yehoshua, C.A.A. Garcia Filho, F.M. Penha, G. Gregori, P.F. Stetson, W.J. Feuer, P.J. Rosenfeld, Comparison of geographic atrophy measurements from the OCT fundus image and the
sub-RPE slab image. Ophthalmic Surg. Lasers Imaging Retina. 44(2), 127–132 (2013)
63. V. Caselles, F. Catte, T. Coll, F. Dibos, A geometric model for active contours in image processing. Numer. Math. 66, 1–31 (1993)
64. R. Malladi, J.A. Sethian, B.C. Vemuri, Shape modeling with front propagation: a level set
approach. IEEE Trans. Pattern Anal. Mach. Intell. 17(2), 158–175 (1995)
65. C. Li, C. Xu, C. Gui, M.D. Fox, Level set evolution without re-initialization: a new variational
formulation, in Proceedings of the IEEE Computer Society Conference on Computer Vision
and Pattern Recognition, vol. 1, pp. 430–436 2005
66. L. De Sisternes, J. Hu, D.L. Rubin, M.F. Marmor, Localization of damage in progressive
hydroxychloroquine retinopathy on and off the drug: inner versus outer retina, parafovea versus
peripheral fovea. Invest. Ophthalmol. Vis. Sci. 56(5), 3415–3426 (2015)
67. T.F. Chan, L.A. Vese, Active contours without edges. IEEE Trans. Image Process. 10(2),
266–277 (2001)
68. N. Otsu, A threshold selection method from gray-level histograms. IEEE Trans. Syst. Man
Cybem 9(1), 62–66 (1995)
69. R. Gonzales, R. Woods, Digital Image Processing. (Prentice Hall, 1992) Chapter 6
70. S. Osher, J.A. Sethian, Fronts propagating with curvature-dependent speed: algorithms based
on Hamilton-Jacobi formulation. J. Comput. Phys. 79(1), 12–49 (1988)
71. Z. Yehoshua, P.J. Rosenfeld, G. Grgori et al., Progression of geographic atrophy in age related
macular degeneration imaged with spectral domain optical coherence tomography. Ophthalmology 118(4), 679–686 (2011)
72. C. Volz, D. Pauly, Antibody therapies and their challenges in the treatment of age-related
macular degeneration. Eur. J. Pharm. Biopharm. pii: S0939–6411 (15) 00102–2 2015
73. K. Zhang, J.J. Hopkins, J.S. Heier, D. Birch G., L.S. Halperin, T.A. Albini, D.M. Brown,
G.J. Jaffe, W. Tao, G.A. Williams, Ciliary neurotrophic factor delivere0d by encapsulated cell
intraocular implants for treatment of geographic atrophy in age-related macular degeneration,
in Proceedings of the National Academy of Sciences of the United States of America, 108(15),
6241–6245
343
54. Albert K. Feeny, Mongkol Tadaratic, David E. Freund, Neil M. Bressler, Philippe Burlina,
Automated segmentation of geographic atrophy of the retinal epithelium via random forests in
AREDS color fundus images. Comput. Biol. Med. 65(1), 124–136 (2015)
55. Hu Zhihong, Gerard G. Medioni, Matthias Hernandez, Amirhossein Hariri, Wu Xiaodong,
SriniVas R. Sadda, Segmentation of the geographic atrophy in spectral-domain optical coherence tomography and fundus autofluorescence images. Invest. Ophthalmol. Vis. Sci. 54(13),
8375–8383 (2013)
56. Muneeswar Gupta Nittala, Amirhossein Hariri, Erin Henry, Eric C. Strauss, Phillip Lai, Srinivas
R. Sadda, Correlation between fundus autofluorescence and spectral domain optical coherence
tomography measurements in geographic atrophy. Invest. Ophthalmol. Vis. Sci. 55(13), 5896
(2014)
57. Qiang Chen, Luis de Sisternes, Theodore Leng, Luoluo Zheng, Lauren Kutzscher, Daniel L.
Rubin, Semi-automatic geographic atrophy segmentation for SD-OCT images. Biomedical
Optics Express 4(12), 2729–2750 (2013)
58. Sijie Niu, Luis de Sisternes, Qiang Chen, Theodore Leng, Daniel L. Rubin, Automated geographic atrophy segmentation for SD-OCT images using region-based C-V model via local
similarity factor. Biomed. Opt. Express 7(2), 581–600 (2016)
59. Q. Chen, S. Niu, H. Shen, T.N. Leng, L. De Sisternes, D.L. Rubin, Restricted summed-area
projection for geographic atrophy visualization in SD-OCT images. Translational Vision Sci.
Technol. 4(5), 2 (2015)
60. Q. Chen, T. Leng, S. Niu, J. Shi, L. De Sistermes, D.L. Rubin, A false color fusion strategy
for drusen and GA visualization OCT images. Retina (Philadelphia, Pa.) 34(12), 2346–2358
(2014)
61. C. Tomasi, R. Manduchi, Bilateral filtering for gray and color images, in Proceedings of the
International Conference on Computer Vision (ICCV) pp. 839–846 1998
62. Z. Yehoshua, C.A.A. Garcia Filho, F.M. Penha, G. Gregori, P.F. Stetson, W.J. Feuer, P.J. Rosenfeld, Comparison of geographic atrophy measurements from the OCT fundus image and the
sub-RPE slab image. Ophthalmic Surg. Lasers Imaging Retina. 44(2), 127–132 (2013)
63. V. Caselles, F. Catte, T. Coll, F. Dibos, A geometric model for active contours in image processing. Numer. Math. 66, 1–31 (1993)
64. R. Malladi, J.A. Sethian, B.C. Vemuri, Shape modeling with front propagation: a level set
approach. IEEE Trans. Pattern Anal. Mach. Intell. 17(2), 158–175 (1995)
65. C. Li, C. Xu, C. Gui, M.D. Fox, Level set evolution without re-initialization: a new variational
formulation, in Proceedings of the IEEE Computer Society Conference on Computer Vision
and Pattern Recognition, vol. 1, pp. 430–436 2005
66. L. De Sisternes, J. Hu, D.L. Rubin, M.F. Marmor, Localization of damage in progressive
hydroxychloroquine retinopathy on and off the drug: inner versus outer retina, parafovea versus
peripheral fovea. Invest. Ophthalmol. Vis. Sci. 56(5), 3415–3426 (2015)
67. T.F. Chan, L.A. Vese, Active contours without edges. IEEE Trans. Image Process. 10(2),
266–277 (2001)
68. N. Otsu, A threshold selection method from gray-level histograms. IEEE Trans. Syst. Man
Cybem 9(1), 62–66 (1995)
69. R. Gonzales, R. Woods, Digital Image Processing. (Prentice Hall, 1992) Chapter 6
70. S. Osher, J.A. Sethian, Fronts propagating with curvature-dependent speed: algorithms based
on Hamilton-Jacobi formulation. J. Comput. Phys. 79(1), 12–49 (1988)
71. Z. Yehoshua, P.J. Rosenfeld, G. Grgori et al., Progression of geographic atrophy in age related
macular degeneration imaged with spectral domain optical coherence tomography. Ophthalmology 118(4), 679–686 (2011)
72. C. Volz, D. Pauly, Antibody therapies and their challenges in the treatment of age-related
macular degeneration. Eur. J. Pharm. Biopharm. pii: S0939–6411 (15) 00102–2 2015
73. K. Zhang, J.J. Hopkins, J.S. Heier, D. Birch G., L.S. Halperin, T.A. Albini, D.M. Brown,
G.J. Jaffe, W. Tao, G.A. Williams, Ciliary neurotrophic factor delivere0d by encapsulated cell
intraocular implants for treatment of geographic atrophy in age-related macular degeneration,
in Proceedings of the National Academy of Sciences of the United States of America, 108(15),
6241–6245