Automatic grading of diabetic maculopathy severity levels

International Conference on Systems in Medicine and Biology, ICSMB 2010 - Proceedings

Volumn , Issue , 2010, Pages 331-334

  Siddalingaswamy, P C ^a   Prabhu, K Gopalakrishna ^a  

^a MANIPAL INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Computer aided diagnosis; Diabetic maculopathy; exudates; optic disc

Indexed keywords

AUTOMATIC DETECTION; AUTOMATIC GRADING; COMPUTER-BASED SYSTEM; DIABETIC MACULOPATHY; EXUDATES; FUNDUS IMAGE; HARD EXUDATES; HUMAN EXPERT; MACULOPATHY; MANUAL INTERVENTION; OPTIC DISC; RETINAL IMAGE; VISION LOSS;

MATHEMATICAL MORPHOLOGY; VISION;

COMPUTER AIDED DIAGNOSIS;

EID: 79955679735     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSMB.2010.5735398     Document Type: Conference Paper

References (9)

1. Abràmoff DM, Niemeijer M, Suttorp-Schulten SAM, Viergever AM, Russell RS, van Ginneken B, "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, no. 2, pp. 193-198, 2008. (Pubitemid 351213318)
2. C. Sinthanayothin, Viravud Kongbunkiat, Suthee Phoojaruenchanachai, Apichart Singalavanija, "Automated Screening System for Diabetic Retinopathy" Proceedings of the 3rd International Symposium on Image and Signal Processing and Analysis , pp. 915-920, 2003.
3. Emily Y Chew, "Diabetic Retinopathy, American academy of ophthalmology -Retina panel" Preferred practice patterns, 2003.
4. G. Gardner, D. Keating, T.H. Williamson, and A. T. Elliot, "Automatic Detection of diabetic retinopathy using an Artificial neural network: a screening tool" British Journal of Ophthalmology, vol. 80, pp. 940-944, 1996. (Pubitemid 26413693)
5. J Nayak, Bhat PS, Acharya UR, "Automatic identification of diabetic maculopathy stages using fundus images" Journal of Medical Engineering & Technology vol. 33, no. 12, pp. 119-129, 2009.
6. Sarah Wild, Gojka R, Andres G, Richard S and Hilary K, "Global Prevalence of Diabetes" Diabetes care, vol. 27, no. 5, pp. 1047-1053, 2004.
7. Thomas Walter, Jean-Claude Klein, Pascale Massin, and Ali Erginay, "A contribution of Image Processing to the Diagnosis of Diabetic Retinopathy-Detection of Exudates in Color Fundus Images of the Human Retina" IEEE Trans. Medical. Imaging, vol. 21, no. 10, 2002.
8. Wynne Hsu, P M D S Pallawala, Mong Li Lee, Kah-Guan Au Eong, "The Role of Domain Knowledge in the Detection of Retinal Hard Exudates" IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 2, pp.246-250, 2001.
9. A Mead, S Burnett and C Davey, "Diabetic retinal screening in UK", Journal of Royal Society of Medicine, vol 94, pp. 127-129, March 2001.