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COVID-19 Diagnosis: A Review of Rapid Antigen, RT-PCR and Artificial Intelligence Methods

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Date 2022 Apr 21
PMID 35447713
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Abstract

As of 27 December 2021, SARS-CoV-2 has infected over 278 million persons and caused 5.3 million deaths. Since the outbreak of COVID-19, different methods, from medical to artificial intelligence, have been used for its detection, diagnosis, and surveillance. Meanwhile, fast and efficient point-of-care (POC) testing and self-testing kits have become necessary in the fight against COVID-19 and to assist healthcare personnel and governments curb the spread of the virus. This paper presents a review of the various types of COVID-19 detection methods, diagnostic technologies, and surveillance approaches that have been used or proposed. The review provided in this article should be beneficial to researchers in this field and health policymakers at large.

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References
1.
Lu R, Zhao X, Li J, Niu P, Yang B, Wu H . Genomic characterisation and epidemiology of 2019 novel coronavirus: implications for virus origins and receptor binding. Lancet. 2020; 395(10224):565-574. PMC: 7159086. DOI: 10.1016/S0140-6736(20)30251-8. View

2.
Arora G, Joshi J, Mandal R, Shrivastava N, Virmani R, Sethi T . Artificial Intelligence in Surveillance, Diagnosis, Drug Discovery and Vaccine Development against COVID-19. Pathogens. 2021; 10(8). PMC: 8399076. DOI: 10.3390/pathogens10081048. View

3.
Tahamtan A, Ardebili A . Real-time RT-PCR in COVID-19 detection: issues affecting the results. Expert Rev Mol Diagn. 2020; 20(5):453-454. PMC: 7189409. DOI: 10.1080/14737159.2020.1757437. View

4.
Li L, Qin L, Xu Z, Yin Y, Wang X, Kong B . Using Artificial Intelligence to Detect COVID-19 and Community-acquired Pneumonia Based on Pulmonary CT: Evaluation of the Diagnostic Accuracy. Radiology. 2020; 296(2):E65-E71. PMC: 7233473. DOI: 10.1148/radiol.2020200905. View

5.
Aruleba K, Obaido G, Ogbuokiri B, Fadaka A, Klein A, Adekiya T . Applications of Computational Methods in Biomedical Breast Cancer Imaging Diagnostics: A Review. J Imaging. 2021; 6(10). PMC: 8321173. DOI: 10.3390/jimaging6100105. View