A Covid Detection using deep learning and CNN
Abstract & Details
Research Area
Computer Engineering
Keywords
Deep neural network
deep learning
COVID-19
Abstract
Until now millions of people have contracted covid and many have died because of covid. These have spread all over the world and caused the medical infrastructure a lot of damage and presented numerous challenges in front of them.The key component for research in covid is the availability of a dataset. With limited availability of chest ultrasound images and time constraints with the disease fast and accurate results are very important. There has been a lot of development using deep learning in detecting chest related diseases. The Robustness' and generalization of covid detection using these images is questionable though. We aimed to use thousands of readily available chest ultrasound images with clinical findings associated with COVID-19 as a training data set, mutually exclusive from the images with confirmed COVID-19 cases, which will be used as the testing data set. In particular, we present a novel deep learning approach which detects the affected area and its severity.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Vaishnavi Sanjay Ransing | Amrutvahini College of Engineering,sangmner |
| 2 | Dr Manoj Wakchaure | Amrutvahini College of Engineering,sangmner |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Ransing, Vaishnavi Sanjay & Wakchaure, Dr Manoj (2021). A Covid Detection using deep learning and CNN. International Journal of Advance Research and Innovative Ideas In Education, 7(3), 1691-1694.
MLA Style
Ransing, Vaishnavi Sanjay, and Dr Manoj Wakchaure. "A Covid Detection using deep learning and CNN." International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, 2021, pp. 1691-1694.
IEEE Style
Vaishnavi Sanjay Ransing and Dr Manoj Wakchaure, "A Covid Detection using deep learning and CNN," International Journal of Advance Research and Innovative Ideas In Education, vol. 7, no. 3, pp. 1691-1694, 2021.
Vancouver Style
Ransing Vaishnavi Sanjay, Wakchaure Dr Manoj. A Covid Detection using deep learning and CNN. International Journal of Advance Research and Innovative Ideas In Education. 2021;7(3):1691-1694.
Harvard Style
Ransing, Vaishnavi Sanjay & Wakchaure, Dr Manoj (2021) 'A Covid Detection using deep learning and CNN', International Journal of Advance Research and Innovative Ideas In Education, 7(3), pp. 1691-1694.
Chicago Style
Ransing, Vaishnavi Sanjay and Dr Manoj Wakchaure. "A Covid Detection using deep learning and CNN." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 1691-1694.
Turabian Style
Ransing, Vaishnavi Sanjay and Dr Manoj Wakchaure. "A Covid Detection using deep learning and CNN." International Journal of Advance Research and Innovative Ideas In Education 7, no. 3 (2021): 1691-1694.
Related Research
A Brief Review of Performance Evaluation of Global and Local Image Thresholding Based on Computational Efficiency
Download PDF
Performance Evaluation of Global and Local Image Thresholding Based on Computational Efficiency
Download PDF
Enhancing Handwritten Alpha-Numeral Recognition Using GAN-Based Synthetic Data Generation
Download PDF
Comprehensive Review of Existing Chatbot Systems for Career Assistance, Resume Support, and ATS-Aware Guidance
Download PDF
Development of an AI-Powered Multimodal Web Assistant with Intelligent Resume Building and ATS Enhancement
Download PDF
A Deep Learning-Based Framework for Mood-Oriented Music Recommendation Using Facial Expression Analysis
Download PDF