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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
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 : 112
Article Submitted : 17566
Article Published : 7616
Total Authors : 20196
Total Reviewer : 740
Total Countries : 135
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Published Paper Details
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| Paper Title: | SEHD - Smart Eyes Health Detection |
| Authors Name: | Dinbandhu Sharma , Atharva Sakpal , Abhijeet Chaskar , Rupali Sathe |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_186038
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| Published Paper Id: | IJRTI2304114 |
| Published In: | Volume 8 Issue 4, April-2023 |
| DOI: | |
| Abstract: | This paper proposes a neural network model for segmenting blood vessels in retinal images. The model is based on the CNN module and uses dense blocks to replace the traditional U-net connections. This allows for better feature fusion from different layers of the network. Retinal vessel segmentation is an important tool for medical screening and diagnosis of various diseases. The method presented in this project contains a deep convolutional neural network (CNN) that scans the captured or uploaded image and proceeds with the dataset to show the accruable result. The smart eyes health detection application is allowed to detect the health of the eyes by capturing the image of the eyes and process inside the machine/app to compare with the dataset and the result to show the output and generate a report with the accuracy of our eyes health condition. The generated image will pass by the deep learning process with the accuracy of the result between 80% to 85% through the CNN. |
| Keywords: | Neural network model, segmenting blood vessels, retinal images, CNN module, dense blocks, feature fusion, medical screening, diagnosis. |
| Cite Article: | "SEHD - Smart Eyes Health Detection", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.8, Issue 4, page no.684 - 689, April-2023, Available :http://www.ijrti.org/papers/IJRTI2304114.pdf |
| Downloads: | 000205073 |
| 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: IJRTI2304114
Registration ID:186038
Published In: Volume 8 Issue 4, April-2023
DOI (Digital Object Identifier):
Page No: 684 - 689 Country: Roha, Maharashtra, India Research Area: Information Technology Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2304114 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2304114 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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