Automatic glaucoma diagnosis from fundus image

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2011, Pages 3383-3386

  Liu, J ^a   Yin, F S ^c   Wong, D W K ^a   Zhang, Z ^a   Tan, N M ^a   Cheung, C Y ^b   Baskaran, M ^b   Aung, T ^b   Wong, T Y ^b  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^b SINGAPORE EYE RESEARCH INSTITUTE   (Singapore)

^c NONE

Author keywords

[No Author keywords available]

Indexed keywords

DIAGNOSIS SYSTEMS; DISEASE DIAGNOSIS; FUNDUS IMAGE; FUNDUS IMAGING; IMAGING DEVICE; MEASUREMENT SYSTEM; PRIMARY HEALTHCARE; SCREENING PROGRAMS;

HEALTH CARE; OPHTHALMOLOGY;

DIAGNOSIS;

ARTICLE; AUTOMATION; EYE FUNDUS; GLAUCOMA; HUMAN; MASS SCREENING;

AUTOMATION; FUNDUS OCULI; GLAUCOMA; HUMANS; MASS SCREENING;

EID: 84862611803     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6090916     Document Type: Conference Paper

References (19)

1. B. E. Klein, et al., "Prevalence of glaucoma. The Beaver Dam Eye Study," Ophthalmology, vol. 99, pp. 1499-504, Oct 1992
2. H. A. Quigley and A. T. Broman, "The number of people with glaucoma worldwide in 2010 and 2020," Br J Ophthalmol, vol. 90, pp. 262-7, Mar 2006.
3. T. Damms and F. Dannheim, "Sensitivity and specificity of optic disc parameters in chronic glaucoma," Invest Ophthalmol Vis Sci, vol. 34, pp. 2246-50, Jun 1993.
4. N. R. Rylander and S. D. Vold, "Cost analysis of glaucoma medications," Am J Ophthalmol, vol. 145, pp. 106-13, Jan 2008.
5. S. Y. Shen, et al., "The prevalence and types of glaucoma in malay people: the Singapore Malay eye study," Invest Ophthalmol Vis Sci, vol. 49, pp. 3846-51, Sep 2008.
6. R. Varma, et al., "Agreement between Clinicians and an Image Analyzer in Estimating Cup-to-Disc Ratios," Archives of Ophthalmology, vol. 107, pp. 526-529, Apr 1989.
7. I. Dielemans, et al., "The prevalence of primary open-angle glaucoma in a population-based study in The Netherlands. The Rotterdam Study," Ophthalmology, vol. 101, pp. 1851-5, Nov 1994.
8. A. Hoover and M. Goldbaum, "Locating the optic nerve in a retinal image using the fuzzy convergence of the blood vessels," Ieee Transactions on Medical Imaging, vol. 22, pp. 951-958, Aug 2003.
9. M. Niemeijer, et al., "Segmentation of the optic disc, macula and vascular arch in fundus photographs," Ieee Transactions on Medical Imaging, vol. 26, pp. 116-127, Jan 2007.
10. X. Zhu and R. M. Rangayyan, "Detection of the optic disc in images of the retina using the Hough transform," Conf Proc IEEE Eng Med Biol Soc, vol. 2008, pp. 3546-9, 2008.
11. H. Li and O. Chutatape, "Boundary detection of optic disk by a modified ASM method " Pattern Recognition, vol. 36, pp. 2093-2104, 2003.
12. J. Xu, et al., "Optic disk feature extraction via modified deformable model technique for glaucoma analysis," Pattern Recognition, vol. 40, pp. 2063-2076, Jul 2007.
13. M. D. Abramoff, et al., "Automated segmentation of the optic disc from stereo color photographs using physiologically plausible features," Investigative Ophthalmology & Visual Science, vol. 48, pp. 1665-1673, Apr 2007
14. G. D. Joshi, et al., "Vessel Bend-Based Cup Segmentation in Retinal Images," in Pattern Recognition (ICPR), Hyderabad, India, 2010.
15. J. Liu, et al., "ARGALI : An Automatic Cup-to-Disc Ratio Measurement System for Glaucoma Analysis Using Level-set Image Processing," 13th International Conference on Biomedical Engineering, Vols 1-3, vol. 23, pp. 559-562 2303, 2009
16. D. K. Wong, et al., "Automated detection of kinks from blood vessels for optic cup segmentation in retinal images," in SPIE FL, USA 2009.
17. T. F. Cootes, et al., "Active Shape Models - Their Training and Application," Computer Vision and Image Understanding, vol. 61, pp. 38-59, Jan 1995.
18. M. Kass, et al., "Snakes - Active Contour Models," International Journal of Computer Vision, vol. 1, pp. 321-331, 1987.
19. S. Osher and J. A. Sethian, "Fronts Propagating with Curvature Dependent Speed: Algorithms Based on Hamilton-Jacobi Formulations," JOURNAL OF COMPUTATIONAL PHYSICS, vol. 79, pp. 12-49, 1988.