메뉴 건너뛰기




Volumn 7, Issue 7, 2016, Pages 2888-2901

Learning layer-specific edges for segmenting retinal layers with large deformations

Author keywords

[No Author keywords available]

Indexed keywords

DEFORMATION; DYNAMIC PROGRAMMING; GRAPHIC METHODS; IMAGE SEGMENTATION; LEARNING ALGORITHMS; OPHTHALMOLOGY; OPTICAL TOMOGRAPHY; PIXELS; STRUCTURED PROGRAMMING;

EID: 84977123156     PISSN: None     EISSN: 21567085     Source Type: Journal    
DOI: 10.1364/BOE.7.002888     Document Type: Article
Times cited : (55)

References (30)
  • 1
    • 2942720818 scopus 로고    scopus 로고
    • In vivo highresolution video-rate spectral-domain optical coherence tomography of the human retina and optic nerve
    • 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(3), 367-376 (2004).
    • (2004) Opt. Express , vol.12 , Issue.3 , pp. 367-376
    • Nassif, N.1    Cense, B.2    Park, B.3    Pierce, M.4    Yun, S.5    Bouma, B.6    Tearney, G.7    Chen, T.8    De Boer, J.9
  • 2
    • 28344450240 scopus 로고    scopus 로고
    • Diagnostic ability of optical coherence tomography with a normative database to detect localized retinal nerve fiber layer defects
    • J. W. Jeoung, K. H. Park, T. W. Kim, S. I. Khwarg, and D. M. Kim, “Diagnostic ability of optical coherence tomography with a normative database to detect localized retinal nerve fiber layer defects,” Ophthalmology 112(12), 2157-2163 (2005).
    • (2005) Ophthalmology , vol.112 , Issue.12 , pp. 2157-2163
    • Jeoung, J.W.1    Park, K.H.2    Kim, T.W.3    Khwarg, S.I.4    Kim, D.M.5
  • 3
    • 1942423128 scopus 로고    scopus 로고
    • Ultrahigh resolution optical coherence tomography of the monkey fovea. Identification of retinal sublayers by correlation with semithin histology sections
    • E. M. Anger, A. Unterhuber, B. Hermann, H. Sattmann, C. Schubert, J. E. Morgan, A. Cowey, P. K. Ahnelt, and W. Drexler, “Ultrahigh resolution optical coherence tomography of the monkey fovea. Identification of retinal sublayers by correlation with semithin histology sections,” Exp. Eye Res. 78(6), 1117-1125 (2004)
    • (2004) Exp. Eye Res. , vol.78 , Issue.6 , pp. 1117-1125
    • Anger, E.M.1    Unterhuber, A.2    Hermann, B.3    Sattmann, H.4    Schubert, C.5    Morgan, J.E.6    Cowey, A.7    Ahnelt, P.K.8    Drexler, W.9
  • 4
    • 11844270529 scopus 로고    scopus 로고
    • Evaluation of retinal nerve fiber layer, optic nerve head, and macular thickness measurements for glaucoma detection using optical coherence tomography
    • F. A. Medeiros, L. M. Zangwill, C. Bowd, R. M. Vessani, R. Susanna Jr., and R. N. Weinreb, “Evaluation of retinal nerve fiber layer, optic nerve head, and macular thickness measurements for glaucoma detection using optical coherence tomography,” Am. J. Ophthalmol. 139(1), 44-55 (2005).
    • (2005) Am. J. Ophthalmol , vol.139 , Issue.1 , pp. 44-55
    • Medeiros, F.A.1    Zangwill, L.M.2    Bowd, C.3    Vessani, R.M.4    Susanna, R.5    Weinreb, R.N.6
  • 5
    • 84865851126 scopus 로고    scopus 로고
    • Detection of glaucoma progression by assessment of segmented macular thickness data obtained using spectral domain optical coherence tomography
    • J. H. Na, K. R. Sung, S. Baek, Y. J. Kim, M. K. Durbin, H. J. Lee, H. K. Kim, and Y. H. Sohn, “Detection of glaucoma progression by assessment of segmented macular thickness data obtained using spectral domain optical coherence tomography,” Invest. Ophthalmol. Vis. Sci. 53(7), 3817-3826 (2012)
    • (2012) Invest. Ophthalmol. Vis. Sci. , vol.53 , Issue.7 , pp. 3817-3826
    • Na, J.H.1    Sung, K.R.2    Baek, S.3    Kim, Y.J.4    Durbin, M.K.5    Lee, H.J.6    Kim, H.K.7    Sohn, Y.H.8
  • 6
    • 84891629452 scopus 로고    scopus 로고
    • Quantitative classification of eyes with and without intermediate age-related macular degeneration using optical coherence tomography
    • S. Farsiu, S. J. Chiu, R. V. O’Connell, F. A. Folgar, E. Yuan, J. A. Izatt, and C. A. Toth, “Quantitative classification of eyes with and without intermediate age-related macular degeneration using optical coherence tomography,” Ophthalmology 121(1), 162-172 (2014).
    • (2014) Ophthalmology , vol.121 , Issue.1 , pp. 162-172
    • Farsiu, S.1    Chiu, S.J.2    O’Connell, R.V.3    Folgar, F.A.4    Yuan, E.5    Izatt, J.A.6    Toth, C.A.7
  • 7
    • 79960898014 scopus 로고    scopus 로고
    • Retinal nerve fiber layer segmentation on FDOCT scans of normal subjects and glaucoma patients
    • M. A. Mayer, J. Hornegger, C. Y. Mardin, and R. P. Tornow, “Retinal nerve fiber layer segmentation on FDOCT scans of normal subjects and glaucoma patients,” Biomed. Opt. Express 1(5), 1358-1383 (2010).
    • (2010) Biomed. Opt. Express , vol.1 , Issue.5 , pp. 1358-1383
    • Mayer, M.A.1    Hornegger, J.2    Mardin, C.Y.3    Tornow, R.P.4
  • 8
    • 61549135351 scopus 로고    scopus 로고
    • A comparison of retinal nerve fiber layer (RNFL) thickness obtained with frequency and time domain optical coherence tomography (OCT)
    • D. C. Hood, A. S. Raza, K. Y. Kay, S. F. Sandler, D. Xin, R. Ritch, and J. M. Liebmann, “A comparison of retinal nerve fiber layer (RNFL) thickness obtained with frequency and time domain optical coherence tomography (OCT),” Opt. Express 17(5), 3997-4003 (2009).
    • (2009) Opt. Express , vol.17 , Issue.5 , pp. 3997-4003
    • Hood, D.C.1    Raza, A.S.2    Kay, K.Y.3    Sandler, S.F.4    Xin, D.5    Ritch, R.6    Liebmann, J.M.7
  • 9
    • 0037375923 scopus 로고    scopus 로고
    • Evaluation of the glaucomatous damage on retinal nerve fiber layer thickness measured by optical coherence tomography
    • A. Kanamori, M. Nakamura, M. F. Escano, R. Seya, H. Maeda, and A. Negi, “Evaluation of the glaucomatous damage on retinal nerve fiber layer thickness measured by optical coherence tomography,” Am. J. Ophthalmol. 135(4), 513-520 (2003).
    • (2003) Am. J. Ophthalmol. , vol.135 , Issue.4 , pp. 513-520
    • Kanamori, A.1    Nakamura, M.2    Escano, M.F.3    Seya, R.4    Maeda, H.5    Negi, A.6
  • 10
    • 38649091069 scopus 로고    scopus 로고
    • State-of-the-art retinal optical coherence tomography
    • W. Drexler and J. G. Fujimoto, “State-of-the-art retinal optical coherence tomography,” Prog. Retin. Eye Res. 27(1), 45-88 (2008).
    • (2008) Prog. Retin. Eye Res. , vol.27 , Issue.1 , pp. 45-88
    • Drexler, W.1    Fujimoto, J.G.2
  • 11
    • 65649122277 scopus 로고    scopus 로고
    • Signal strength is an important determinant of accuracy of nerve fiber layer thickness measurement by optical coherence tomography
    • Z. Wu, J. Huang, L. Dustin, and S. R. Sadda, “Signal strength is an important determinant of accuracy of nerve fiber layer thickness measurement by optical coherence tomography,” J. Glaucoma 18(3), 213-216 (2009).
    • (2009) J. Glaucoma , vol.18 , Issue.3 , pp. 213-216
    • Wu, Z.1    Huang, J.2    Dustin, L.3    Sadda, S.R.4
  • 12
    • 84857477164 scopus 로고    scopus 로고
    • Comparison of retinal thickness by Fourier-domain optical coherence tomography and OCT retinal image analysis software segmentation analysis derived from Stratus optical coherence tomography images
    • E. Tátrai, S. Ranganathan, M. Ferencz, D. C. DeBuc, and G. M. Somfai, “Comparison of retinal thickness by Fourier-domain optical coherence tomography and OCT retinal image analysis software segmentation analysis derived from Stratus optical coherence tomography images,” J. Biomed. Opt. 16(5), 056004 (2011).
    • (2011) J. Biomed. Opt , vol.16 , Issue.5
    • Tátrai, E.1    Ranganathan, S.2    Ferencz, M.3    Debuc, D.C.4    Somfai, G.M.5
  • 13
    • 84880161116 scopus 로고    scopus 로고
    • Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map
    • R. Kafieh, H. Rabbani, M. D. Abramoff, and M. Sonka, “Intra-retinal layer segmentation of 3D optical coherence tomography using coarse grained diffusion map,” Med. Image Anal. 17(8), 907-928 (2013).
    • (2013) Med. Image Anal. , vol.17 , Issue.8 , pp. 907-928
    • Kafieh, R.1    Rabbani, H.2    Abramoff, M.D.3    Sonka, M.4
  • 15
    • 77956360101 scopus 로고    scopus 로고
    • Automatic segmentation of seven retinal layers in SDOCT images congruent with expert manual segmentation
    • S. J. Chiu, X. T. Li, P. Nicholas, C. A. Toth, J. A. Izatt, and S. Farsiu, “Automatic segmentation of seven retinal layers in SDOCT images congruent with expert manual segmentation,” Opt. Express 18(18), 19413-19428 (2010).
    • (2010) Opt. Express , vol.18 , Issue.18 , pp. 19413-19428
    • Chiu, S.J.1    Li, X.T.2    Nicholas, P.3    Toth, C.A.4    Izatt, J.A.5    Farsiu, S.6
  • 16
    • 84856374427 scopus 로고    scopus 로고
    • Macular ganglion cell-inner plexiform layer: Automated detection and thickness reproducibility with spectral domain-optical coherence tomography in glaucoma
    • J. C. Mwanza, J. D. Oakley, D. L. Budenz, R. T. Chang, O. J. Knight, and W. J. Feuer, “Macular ganglion cell-inner plexiform layer: automated detection and thickness reproducibility with spectral domain-optical coherence tomography in glaucoma,” Invest. Ophthalmol. Vis. Sci. 52(11), 8323-8329 (2011).
    • (2011) Invest. Ophthalmol. Vis. Sci. , vol.52 , Issue.11 , pp. 8323-8329
    • Mwanza, J.C.1    Oakley, J.D.2    Budenz, D.L.3    Chang, R.T.4    Knight, O.J.5    Feuer, W.J.6
  • 17
    • 84893591763 scopus 로고    scopus 로고
    • Automatic segmentation of up to ten layer boundaries in SD-OCT images of the mouse retina with and without missing layers due to pathology
    • P. P. Srinivasan, S. J. Heflin, J. A. Izatt, V. Y. Arshavsky, and S. Farsiu, “Automatic segmentation of up to ten layer boundaries in SD-OCT images of the mouse retina with and without missing layers due to pathology,” Biomed. Opt. Express 5(2), 348-365 (2014).
    • (2014) Biomed. Opt. Express , vol.5 , Issue.2 , pp. 348-365
    • Srinivasan, P.P.1    Heflin, S.J.2    Izatt, J.A.3    Arshavsky, V.Y.4    Farsiu, S.5
  • 18
    • 84942617306 scopus 로고    scopus 로고
    • Kernel regression based segmentation of optical coherence tomography images with diabetic macular edema
    • S. J. Chiu, M. J. Allingham, P. S. Mettu, S. W. Cousins, J. A. Izatt, and S. Farsiu, “Kernel regression based segmentation of optical coherence tomography images with diabetic macular edema,” Biomed. Opt. Express 6(4), 1172-1194 (2015).
    • (2015) Biomed. Opt. Express , vol.6 , Issue.4 , pp. 1172-1194
    • Chiu, S.J.1    Allingham, M.J.2    Mettu, P.S.3    Cousins, S.W.4    Izatt, J.A.5    Farsiu, S.6
  • 20
    • 84900402950 scopus 로고    scopus 로고
    • Probabilistic intra-retinal layer segmentation in 3-D OCT images using global shape regularization
    • F. Rathke, S. Schmidt, and C. Schnörr, “Probabilistic intra-retinal layer segmentation in 3-D OCT images using global shape regularization,” Med. Image Anal. 18(5), 781-794 (2014).
    • (2014) Med. Image Anal. , vol.18 , Issue.5 , pp. 781-794
    • Rathke, F.1    Schmidt, S.2    Schnörr, C.3
  • 29
    • 84859414659 scopus 로고    scopus 로고
    • Decision forests: A unified framework for classification, regression, density estimation, manifold learning and semi-supervised learning, Foundations and Trends in Comp
    • A. Criminisi, J. Shotton, and E. Konukoglu, “Decision forests: A unified framework for classification, regression, density estimation, manifold learning and semi-supervised learning,” Foundations and Trends in Comp. Grap. and Vis. 7(2-3), 81-227 (2012).
    • (2012) Grap. And Vis , vol.7 , Issue.2-3 , pp. 81-227
    • Criminisi, A.1    Shotton, J.2    Konukoglu, E.3
  • 30
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • A. Savitzky and M. J. Golay, “Smoothing and differentiation of data by simplified least squares procedures,” Anal. Chem. 36(8), 1627-1639 (1964).
    • (1964) Anal. Chem. , vol.36 , Issue.8 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.