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International Journal for Research Trends and Innovation
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ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 110
Article Submitted : 16365
Article Published : 7180
Total Authors : 19282
Total Reviewer : 691
Total Countries : 126
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Published Paper Details
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| Paper Title: | A Survey on Detection of Diabetic Retinopathy |
| Authors Name: | Kusumalatha K , Prof. Sneha G , Nehalakshmi P A , Harshitha Y |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_180872
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| Published Paper Id: | IJRTI1905029 |
| Published In: | Volume 4 Issue 5, May-2019 |
| DOI: | |
| 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: | "A Survey on Detection of Diabetic Retinopathy", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.4, Issue 5, page no.123 - 126, May-2019, Available :http://www.ijrti.org/papers/IJRTI1905029.pdf |
| Downloads: | 000204872 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI1905029
Registration ID:180872
Published In: Volume 4 Issue 5, May-2019
DOI (Digital Object Identifier):
Page No: 123 - 126 Country: Bangalore, karnataka, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI1905029 Published Paper PDF: https://www.ijrti.org/papers/IJRTI1905029 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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