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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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Volume 10 | Issue 5
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Impact Factor : 8.14
Issue per Year : 12
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Issue Published : 108
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| Paper Title: | Exudates Detection in Fundus Image using Image Processing and Linear Regression Algorithm |
| Authors Name: | Shweta M Angadi , Pushpalatha R , Sudhir Rao Rupanangudi , Varsha G Bhat |
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IJRTI_181268
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| Published Paper Id: | IJRTI2006004 |
| Published In: | Volume 5 Issue 6, June-2020 |
| DOI: | |
| Abstract: | Diabetes disease is the fastest growing disease in India, which will affect our eye indirectly and it is called as diabetic retinopathy which will lead to vision loss where exudates formation is the prominent early sign of DR. So our propose method is to successfully detect the exudates with 94% accuracy by nullifying the optic disc because the OD and exudates are of same intensity. Image processing and linear regression, a machine learning technique is involved, which is used to train machine to differentiate between OD and exudates. This helps ophthalmologist’s life easy to treat patients in early stage. |
| Keywords: | Diabetes, diabetic retinopathy, linear regression, machine learning, image processing |
| Cite Article: | "Exudates Detection in Fundus Image using Image Processing and Linear Regression Algorithm", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.5, Issue 6, page no.13 - 19, June-2020, Available :http://www.ijrti.org/papers/IJRTI2006004.pdf |
| Downloads: | 000204841 |
| 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: IJRTI2006004
Registration ID:181268
Published In: Volume 5 Issue 6, June-2020
DOI (Digital Object Identifier):
Page No: 13 - 19 Country: Bangalore, Karnataka, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2006004 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2006004 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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