Diabetic Retinopathy Using Deep Learning
Abstract & Details
Research Area
Information Technology
Keywords
Deep learning
Feature Extraction
Neural Network
Pooling layer
Abstract
The blood vessels in the retina are harmed by a consequence of diabetes called diabetic retinopathy. High blood sugar levels over time might harm these blood vessels, leading to vision loss or even blindness may result from them leaking or becoming obstructed. Usually, the illness develops in phases, from mild no proliferative diabetic retinopathy to moderate and severe no proliferative diabetic retinopathy, and finally, proliferative diabetic retinopathy. Depending on the severity of the illness, diabetic retinopathy treatment options can range from less intrusive interventions like lifestyle changes to more invasive ones like laser surgery or injections. For people with diabetes to avoid vision loss and maintain their eye health, early detection and treatment are essential.
License
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Dnyaneshwari More | Dhole Patil College Of Engineering |
| 2 | Prof . Vaishali Anaspure | Dhole Patil College Of Engineering |
| 3 | Ruchira Shelar | Dhole Patil College Of Engineering |
| 4 | Pranali Shinde | Dhole Patil College Of Engineering |
| 5 | Akansha Pansare | Dhole Patil College Of Engineering |
How to Cite
Use the following formats to cite this article in your research.
APA Style
More, Dnyaneshwari, Anaspure, Prof . Vaishali, Shelar, Ruchira, Shinde, Pranali, & Pansare, Akansha (2023). Diabetic Retinopathy Using Deep Learning. International Journal of Advance Research and Innovative Ideas In Education, 9(3), 2675-2680.
MLA Style
More, Dnyaneshwari, et al. "Diabetic Retinopathy Using Deep Learning." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, 2023, pp. 2675-2680.
IEEE Style
Dnyaneshwari More, Prof . Vaishali Anaspure, Ruchira Shelar, Pranali Shinde, and Akansha Pansare, "Diabetic Retinopathy Using Deep Learning," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, pp. 2675-2680, 2023.
Vancouver Style
More Dnyaneshwari, Anaspure Prof . Vaishali, Shelar Ruchira, Shinde Pranali, Pansare Akansha. Diabetic Retinopathy Using Deep Learning. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):2675-2680.
Harvard Style
More, Dnyaneshwari, Anaspure, Prof . Vaishali, Shelar, Ruchira, Shinde, Pranali, & Pansare, Akansha (2023) 'Diabetic Retinopathy Using Deep Learning', International Journal of Advance Research and Innovative Ideas In Education, 9(3), pp. 2675-2680.
Chicago Style
More, Dnyaneshwari, et al. "Diabetic Retinopathy Using Deep Learning." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 2675-2680.
Turabian Style
More, Dnyaneshwari, et al. "Diabetic Retinopathy Using Deep Learning." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 2675-2680.
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