Detecting CORONA VIRUS Using chest X-ray images
Abstract & Details
Research Area
Computer Engineering
Keywords
Deep Learning
CNN
Convolutional neural networks
Deep CNN
Detection
Abstract
Corona Virus continues to possess its effects on people’s lives across the world. The screening of infected persons is a vital step because it is the fast and low-cost way. Chest X-ray images play a major crucial role and it is used for examination in the detection of CORONA VIRUS(COVID-19). Here radiological chest X-rays are easily available at low cost only. In this survey paper, we are using a Convolutional Neural Network(CNN)[2] based solution that will benefit in detection of the Covid-19 Positive patients using radiography chest X-Ray images. To test the efficiency of the solution, we are using public available X-Ray images of Corona Virus-Positive cases and negative cases. Images of Positive Corona Virus patients and pictures of healthy person images are divided into testing images and trainable images. The solution which we are providing will give good results in classification accuracy within the test set-up. Here we are going to develop a GUI application for medical Examination areas. This GUI application can be used on any computer and performed by any medical examiner or technician to determine Corona virus-positive patients using radiography X-ray images. The result will be shown or provided by this application is really fast and done within a few seconds
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Sanda Reddy Sai Krishna | Dayananda Sagar Acadmey Of Technology And Management |
| 2 | Policherla Shashank | Dayananda Sagar Acadmey Of Technology And Management |
| 3 | Srikanth S | Dayananda Sagar Acadmey Of Technology And Management |
| 4 | Raghu V | Dayananda Sagar Acadmey Of Technology And Management |
| 5 | Dr. J.T.Thirukrishna | Dayananda Sagar Acadmey Of Technology And Management |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Krishna, Sanda Reddy Sai, Shashank, Policherla, S, Srikanth, V, Raghu, & J.T.Thirukrishna, Dr. (2021). Detecting CORONA VIRUS Using chest X-ray images. International Journal of Advance Research and Innovative Ideas In Education, 7(2), 440-445.
MLA Style
Krishna, Sanda Reddy Sai, et al. "Detecting CORONA VIRUS Using chest X-ray images." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 2, 2021, pp. 440-445.
IEEE Style
Sanda Reddy Sai Krishna, Policherla Shashank, Srikanth S, Raghu V, and Dr. J.T.Thirukrishna, "Detecting CORONA VIRUS Using chest X-ray images," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 2, pp. 440-445, 2021.
Vancouver Style
Krishna Sanda Reddy Sai, Shashank Policherla, S Srikanth, V Raghu, J.T.Thirukrishna Dr.. Detecting CORONA VIRUS Using chest X-ray images. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(2):440-445.
Harvard Style
Krishna, Sanda Reddy Sai, Shashank, Policherla, S, Srikanth, V, Raghu, & J.T.Thirukrishna, Dr. (2021) 'Detecting CORONA VIRUS Using chest X-ray images', International Journal of Advance Research and Innovative Ideas In Education, 7(2), pp. 440-445.
Chicago Style
Krishna, Sanda Reddy Sai, et al. "Detecting CORONA VIRUS Using chest X-ray images." International Journal of Advance Research and Innovative Ideas In Education 7, no. 2 (2021): 440-445.
Turabian Style
Krishna, Sanda Reddy Sai, et al. "Detecting CORONA VIRUS Using chest X-ray images." International Journal of Advance Research and Innovative Ideas In Education 7, no. 2 (2021): 440-445.
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