Automated diagnosis of referable maculopathy in diabetic retinopathy screening

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

Volumn , Issue , 2011, Pages 3375-3378

  Hunter, Andrew ^a   Lowell, James A ^b   Ryder, Bob ^d   Basu, Ansu ^d   Steel, David ^c  

^a UNIVERSITY OF LINCOLN   (United Kingdom)

^b Image Processing Software Industry   (United Kingdom)

^c SUNDERLAND EYE INFIRMARY   (United Kingdom)

^d CITY HOSPITAL   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATED DIAGNOSIS; BIRMINGHAM; DIABETIC RETINOPATHY SCREENING; LOCAL CONTRAST; MACULOPATHY; MULTI LAYER PERCEPTRON; OPTIC NERVE HEAD; PRE-FILTERING; REFERENCE STANDARD; RETINAL IMAGE;

ALGORITHMS; EYE PROTECTION;

DIAGNOSIS;

EID: 84055217941     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2011.6090914     Document Type: Conference Paper

References (20)

1. R. Klein, B. Klein et al. "The wisconsin epidemiologic study of diabetic retinopathy ii. prevalence and risk of diabetic retinopathy when age at diagnosis is less than 30 years," Archives of Ophthalmology, vol. 102, pp. 520-526, 1984.
2. P.H. Scanlon, R. Malhotra, G. Thomas, C. Foy, J.N. Kirkpatrick, N. Lewis-Barned, B. Harney, and S.J. Aldington, "The effectiveness of screening for diabetic retinopathy by digital imaging photography and technician ophthalmoscopy," Diabetes UK. Diabetic Medicine, vol. 20, pp. 467 474, 2003.
3. J. Winder, P. Morrow et al. "Algorithms for digital image processing in diabetic retinopathy", Computerized Medical Imaging and Graphics, vol. 33 no. 8, pp. 608-622, 2009.
4. J.H. Hipwell, F. Strachan et al. "Automated detection of microaneurysms in digital red-free photographs: a diabetic retinopathy screening tool", Diab Med vol. 17, pp. 588-94, 2000.
5. M. Larsen, T. Gondolf et al. "Assessment of automated screening for treatment-requiring diabetic retinopathy", Curr Eye Res vol. 32, pp. 331-336, 2007.
6. D. Usher, M. Dumskyj et al. "Automated detection of diabetic retinopathy in retinal images: a tool for diabetic retinopathy screening," Diabet Med, vol. 21, pp. 84-90, 2004.
7. M.D. Abramoff, M. Niemeijer et al. "Evaluation of a system for automatic detection of diabetic retinopathy from color fundus photographs in a large population of patients with diabetes", Diabetes Care vol. 31, pp. 193-198, 2008.
8. S. Philip, A.D. Fleming et al. "The efficacy of automated disease/no disease grading for diabetic retinopathy in a systematic screening programme", Br. J. Ophthalmol. vol. 91 pp.1512-1517, 2007.
9. G.S. Scotland, P. McNamee et al. "Cost-effectiveness of implementing automated grading within the national screening programme for diabetic retinopathy in Scotland", Br J Ophthalmol vol. 91 pp. 1518-1523, 2007.
10. A.D. Fleming, K.A. Goatman et al. "The role of haemorrhage and exudate detection in automated grading of diabetic retinopathy", Br. J. Ophthalmol. vol. 94, pp. 706-711, 2010.
11. T. Spencer, J.A. Olson et al. "An image-processing strategy for the segmentation and quantification of microaneurysms in fluorescien angiograms of the ocular fundus," Computers and biomedical research, vol. 29, pp. 284-302, 1996.
12. A. Osareh, M. Mirmehdi et al. "Automatic recognition of exudative maculopathy using fuzzy c-means clustering and neural network," in Medical Image Understanding and Analysis, E. Claridge and J. Bamber, Eds. 2001, pp. 49-52, BMVA Press.
13. C. Sinthanayothin, J.A. Boyce et al. "Automated detection of diabetic retinopathy on digital fundus images," Diabetic Medicine, vol. 19, pp. 105-112, 2002.
14. J.A. Lowell, A. Hunter, D. Steel, B. Ryder, E. Fletcher. "Optic Nerve Head Segmentation" IEEE Transactions on Medical Imaging, 23 (2), 256-264, Feb 2004.
15. C. Sinthanayothin, J.A. Boyce, H.L. Cook, and T.H. Williamson, "Automated localization of the optic disc, fovea, and retinal blood vessels from digital colour fundus images," Br J. Ophthalmol., vol. 83, pp. 902-910, 1999.
16. A. Hunter, J.A. Lowell et al. "An Automated Retinal Image Quality Grading Algorithm," Proc. IEEE EMBC 2011, Boston USA.
17. G. E. Øien, P. Osnes. "Diabetic retinopathy: Automatic detection of early symptoms from retinal images", Proc. Norwegian Signal Processing Symposium, 1995.
18. E. Massey, A. Hunter et al. "A robust lesion boundary segmentation algorithm using level set methods," In: World Congress on Medical Physics and Biomedical Engineering, Munich, Germany, 2009.
19. O. Brinchmann-Hansen, O. Engvold. "Microphotometry of the blood column and light streak on retinal vessels in fundus photographs," Acta Ophthalmologica, Supplement, vol. 179, pp. 9-19, 1986.
20. A. Hunter, J. Lowell et al. "Quantification of diabetic retinopathy using neural networks and sensitivity analysis." In: Proc. Artificial Neural Networks in Medicine And Biology, 13-16 May, Goteborg, Sweden, 2000.