Deep Learning Models Used to Identify and Classify COVID-19 : A Review

Meghana H M; Prakruthi P; Sanjana M N; Rashmi M; Dr Madhumala R Balgatti

Deep Learning Models Used to Identify and Classify COVID-19 : A Review

April 2023

Vol-9, Issue-2

Paper ID: 19732

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Artificial Intelligence and Deep Learning

Keywords

Deep Learning Covid-19 Classification Artificial Intelligence Deep Learning Models Review

Abstract

The novel coronavirus disease 2019 (COVID-19) became a challenging issue and added tremendous pressure on healthcare services worldwide. The early detection is of covid19 became very important to control the spread and to reduce pressure on healthcare services. the most common approach to detect covid19 is to use the nasal swab technique. X-ray radiographs are also a primary method used to detect lung infections and allow physicians to assess and plan a course of treatment. Although the usage of X-ray machines are a preferable first approach , the usage of X-ray radiographs requires radiologists to assess ever X-ray image of the chest and hence proved to be quite challenging. Hence, various machine learning techniques have been proposed to assist and speed up the diagnoses and decision-making process.

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Meghana H M	Dayananda Sagar Academy of Technology and Management
2	Prakruthi P	Dayananda Sagar Academy of Technology and Management
3	Sanjana M N	Dayananda Sagar Academy of Technology and Management
4	Rashmi M	Dayananda Sagar Academy of Technology and Management
5	Dr Madhumala R Balgatti	Dayananda Sagar Academy of Technology and Management

How to Cite

Use the following formats to cite this article in your research.

APA Style

M, Meghana H, P, Prakruthi, N, Sanjana M, M, Rashmi, & Balgatti, Dr Madhumala R (2023). Deep Learning Models Used to Identify and Classify COVID-19 : A Review. International Journal of Advance Research and Innovative Ideas In Education, 9(2), 2069-2080.

MLA Style

M, Meghana H, et al. "Deep Learning Models Used to Identify and Classify COVID-19 : A Review." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, 2023, pp. 2069-2080.

IEEE Style

Meghana H M, Prakruthi P, Sanjana M N, Rashmi M, and Dr Madhumala R Balgatti, "Deep Learning Models Used to Identify and Classify COVID-19 : A Review," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, pp. 2069-2080, 2023.

Vancouver Style

M Meghana H, P Prakruthi, N Sanjana M, M Rashmi, Balgatti Dr Madhumala R. Deep Learning Models Used to Identify and Classify COVID-19 : A Review. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(2):2069-2080.

Harvard Style

M, Meghana H, P, Prakruthi, N, Sanjana M, M, Rashmi, & Balgatti, Dr Madhumala R (2023) 'Deep Learning Models Used to Identify and Classify COVID-19 : A Review', International Journal of Advance Research and Innovative Ideas In Education, 9(2), pp. 2069-2080.

Chicago Style

M, Meghana H, et al. "Deep Learning Models Used to Identify and Classify COVID-19 : A Review." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 2069-2080.

Turabian Style

M, Meghana H, et al. "Deep Learning Models Used to Identify and Classify COVID-19 : A Review." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 2069-2080.