Detection of pathological myopia by PAMELA with texture-based features through an SVM approach

Journal of Healthcare Engineering

Volumn 1, Issue 1, 2010, Pages 1-11

  Liu, Jiang ^a   Wong, Damon W K ^a   Lim, Joo Hwee ^a   Tan, Ngan Meng ^a   Zhang, Zhuo ^a   Li, Huiqi ^a   Yin, Fengshou ^a   Lee, Benghai ^a   Saw, Seang Mei ^b   Tong, Louis ^c   Wong, Tien Yin ^c  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^b NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^c SINGAPORE EYE RESEARCH INSTITUTE   (Singapore)

Author keywords

Computer aided detection; Pathological myopia; Peripapillary atrophy

Indexed keywords

EID: 84864064289     PISSN: 20402295     EISSN: 20402309     Source Type: Journal    
DOI: 10.1260/2040-2295.1.1.1     Document Type: Article

References (16)

1. R.D. Sperduto, D. Seigel, J. Roberts, et al, "Prevalence of myopia in the United States, " Arch Ophthalmol, Vol. 101, pp. 405-407, 1983.
2. T.Y. Wong, P. Foster, J. Hee, et al, "Prevalence and risk factors for refractive errors in adult Chinese in Singapore, " Invest Ophthalmol Vis Sci, Vol. 41, pp.2486-2494, 2000.
3. T. Tokoro, "On the definition of pathologic myopia in group studies, " Acta Ophthalmol. Suppl., 185, pp. 107-108, 1988.
4. M. Secretan., D. Kuhn, G. Soubrane, G. Coscas, "Long-term visual outcome of choroidal neovascularization in pathologic myopia: natural history and laser treatment, " Eur J Ophthalmol, Vol. 7, pp. 307-16, 1997.
5. H.E. Grossniklaus, and W.R. Green, "Pathologic findings in pathological myopia, " Retina, Vol. 12, pp. 127-33, 1992.
6. S.M. Saw, L. Tong, W.H. Chua, et al, "Incidence and Progression of Myopia in Singaporean School Children, " Invest Ophthalmol Vis Sci., Vol. 46, pp.51-57, 2005.
7. S.M. Saw, "How blinding is pathological myopia?" Br. J. Ophthalmol., Vo. l 90, pp. 525-526, 2006.
8. W.M. Chan, M. Ohji, T.Y.Y. Lai, D.T.L. Liu, Y. Tano, D.S.C. Lam, "Choroidal neovascularisation in pathological myopia: an update in management", Br. J. Opth., Vol. 89(11), pp 1522-1528.
9. Y.F. Shih, T.C. Ho, C.K. Hsiao, L.L.-K. Lin, "Visual outcomes for high myopic patients with or without myopic maculopathy: a 10 year follow up study, " Br. J. Opth, Vol. 90, pp 546-550. 2006.
10. C. Li, C. Xu, C. Gui, M. D. Fox, "Level set evolution without re-initialization: a new variational formulation", Proc. of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005.
11. A. Fitzgibbon, M. Pilu, R. B. Fisher, "Direct least squares fitting of ellipses", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 21, pp. 476-480, 1999.
12. I.J. Liu, D.W.K. Wong, J.H. Lim, H. Li, N.M. Tan, Z. Zhang, T. Y Wong, R. Lavanya, "ARGALI: An Automatic Cup-To-Disc Ratio Measurement System For Glaucoma Analysis Using Level-Set Image Processing", 13th International Conference on Biomedical Engineering (ICBME2008), 2008.
13. J. Liu., D.W.K. Wong, J. H. Lim., H. Li, F. Yin, X. Jia, K. L. Chan, N. M. Tan. T. Y. Wong., "ARGALIan Automatic cup-to-disc Ratio measurement system for Glaucoma detection and AnaLysIs framework", Proceedings of SPIE, Vol. 7260, 72603K (2009)
14. R.C. Gonzalez, R.E. Woods, S.L. Eddins, Digital Image Processing Using MATLAB, New Jersey, Prentice Hall, 2003.
15. V. Vapnik, The Nature of Statistical Learning Theory, Second Edition, Springer, New York, 2001.
16. C.-C. Chang and C.-J. Lin, LIBSVM: a library for support vector machines, 2001.