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Call for Papers:Vol.11 Issue.3

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Title: :  Deep Learning Models Used to Identify and Classify COVID-19 : A Review
PaperId: :  19732
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19732
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Meghana H MDayananda Sagar Academy of Technology and Management
Prakruthi PDayananda Sagar Academy of Technology and Management
Sanjana M NDayananda Sagar Academy of Technology and Management
Rashmi MDayananda Sagar Academy of Technology and Management
Dr Madhumala R BalgattiDayananda Sagar Academy of Technology and Management

Abstract

Artificial Intelligence and Deep Learning
Deep Learning, Covid-19, Classification, Artificial Intelligence, Deep Learning Models, Review
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.

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IJARIIE 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 Volume 9 Issue 2 2023 Page 2069-2080
MLA 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 9.2(2023) : 2069-2080.
APA Meghana H M, Prakruthi P, Sanjana M N, Rashmi M, & Dr Madhumala R Balgatti. (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.
Chicago 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 9, no. 2 (2023) : 2069-2080.
Oxford 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, 2023, p. 2069-2080. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Deep_Learning_Models_Used_to_Identify_and_Classify_COVID_19___A_Review_ijariie19732.pdf (Accessed : 12 May 2023).
Harvard Meghana H M, Prakruthi P, Sanjana M N, Rashmi M, and Dr Madhumala R Balgatti. (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. 2069-2080IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Deep_Learning_Models_Used_to_Identify_and_Classify_COVID_19___A_Review_ijariie19732.pdf (Accessed : 12 May 2023)
IEEE 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, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Deep_Learning_Models_Used_to_Identify_and_Classify_COVID_19___A_Review_ijariie19732.pdf [Accessed : 12 May 2023].
Turabian 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 [Online]. volume 9 number 2 (12 May 2023).
Vancouver 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 [Internet]. 2023 [Cited : 12 May 2023]; 9(2) : 2069-2080. Available from: https://ijariie.com/AdminUploadPdf/Deep_Learning_Models_Used_to_Identify_and_Classify_COVID_19___A_Review_ijariie19732.pdf
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