Covid detection using Deep learning and using X-rays
Abstract & Details
Research Area
Computer science engineering
Keywords
Covid detection
Deep Learning
convolutional neural network
Abstract
The world over, the corona virus continues to have a devastating impact on people's lives. Considering that it is a rapid and inexpensive procedure, identifying It's important to start by talking to the affected folks. Some of the things (COVID19) can be found in chest X- ray images, which are crucial and are also used for CORONA VIRUS investigation. Chest X-rays using radiological technology are easily accessible and here, radiological chest X-rays are easily accessible and inexpensive. This survey study discusses a method based on Convolutional Neural Networks (CNN) that can assist in identifying Covid-19 positive individuals utilizing radiography chest X-Ray images. using publicly available data sets of X-Ray images of Corona virus positive cases and negative cases to assess the efficacy of the remedy. Images of healthy persons and pictures of people with the Corona Virus are divided into training images and testing photos. The test setup's best answer for classification accuracy is delivering positive findings. Then, GUI-based programs assist the areas used for medical examinations. This GUI application allows any medical examiner or technician to recognize Corona Virus positive patients using radiography Xray images
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Chaytanya sinha | Dayananda sagar academy of technology and management |
| 2 | Debapriya Ghosh | Dayananda sagar academy of technology and management |
| 3 | Hasnain Shariff | Dayananda sagar academy of technology and management |
| 4 | Ananya Gupta | Dayananda sagar academy of technology and management |
| 5 | NANDINI PRASAD K. S | Dayananda sagar academy of technology and management |
How to Cite
Use the following formats to cite this article in your research.
APA Style
sinha, Chaytanya, Ghosh, Debapriya, Shariff, Hasnain, Gupta, Ananya, & S, NANDINI PRASAD K. (2023). Covid detection using Deep learning and using X-rays. International Journal of Advance Research and Innovative Ideas In Education, 9(3), 465-470.
MLA Style
sinha, Chaytanya, et al. "Covid detection using Deep learning and using X-rays." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, 2023, pp. 465-470.
IEEE Style
Chaytanya sinha, Debapriya Ghosh, Hasnain Shariff, Ananya Gupta, and NANDINI PRASAD K. S, "Covid detection using Deep learning and using X-rays," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 3, pp. 465-470, 2023.
Vancouver Style
sinha Chaytanya, Ghosh Debapriya, Shariff Hasnain, Gupta Ananya, S NANDINI PRASAD K.. Covid detection using Deep learning and using X-rays. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(3):465-470.
Harvard Style
sinha, Chaytanya, Ghosh, Debapriya, Shariff, Hasnain, Gupta, Ananya, & S, NANDINI PRASAD K. (2023) 'Covid detection using Deep learning and using X-rays', International Journal of Advance Research and Innovative Ideas In Education, 9(3), pp. 465-470.
Chicago Style
sinha, Chaytanya, et al. "Covid detection using Deep learning and using X-rays." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 465-470.
Turabian Style
sinha, Chaytanya, et al. "Covid detection using Deep learning and using X-rays." International Journal of Advance Research and Innovative Ideas In Education 9, no. 3 (2023): 465-470.
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