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IJSDR
INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15

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Paper Title: DETECTION OF DIABETIC RETINOPATHY IN EARLIER STAGES
Authors Name: Kusumalatha K , Prof Sneha G , Nehalakshmi P A , Nirmala G
Unique Id: IJSDR1905046
Published In: Volume 4 Issue 5, May-2019
Abstract: This paper describes an improved diabetic retinopathy detection scheme by the extraction of hard exudates and soft exudates (cotton wools). Exudates are one of the main symptoms of Diabetic Retinopathy (DR). DR is an eye disease which occurs due to the damage of retina as a result of long illness of diabetic mellitus which leads to blindness. The current technique of screening uses fundus photography and the data is sent to a grading centre for reading where expert human readers estimate the disease severity. This requires qualified experts and it fails to give timely treatment. An early detection of exudates prevents the patients from vision loss. This approach majorly focuses on the procedure of automated techniques for detection of exudates (hard and soft) and hence detects DR in early and advanced stages. After the exudates are detected, it is classified into normal eye, non-proliferative and proliferative DR eye. Linear SVM is used for the classification. Furthermore, this paper reviews the contribution of many researchers in this field and highlights the significant improvement achieved by them.
Keywords: - Diabetic Retinopathy, Hard exudates, Soft exudates (cotton wools), Non-Proliferative Diabetic Retinopathy (NPDR), Proliferative Diabetic Retinopathy (PDR), SVM.
Cite Article: "DETECTION OF DIABETIC RETINOPATHY IN EARLIER STAGES", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.4, Issue 5, page no.265 - 269, May-2019, Available :http://www.ijsdr.org/papers/IJSDR1905046.pdf
Downloads: 000336257
Publication Details: Published Paper ID: IJSDR1905046
Registration ID:190531
Published In: Volume 4 Issue 5, May-2019
DOI (Digital Object Identifier):
Page No: 265 - 269
Publisher: IJSDR | www.ijsdr.org
ISSN Number: 2455-2631

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