A survey on various techniques to detect COVID-19

An outbreak of a unique coronavirus disease (i.e., COVID-19) has been recorded in Wuhan, China considering the fact that overdue December 2019, which ultimately has become a deadly disease across the world. Although COVID-19 is an acutely dealt with disease, it may additionally be deadly with a haza...

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Bibliographic Details
Main Authors: Hinisha, K. V., Akhila, M., Neethu, G. K., Christabel, Sharon, Shijith, P. K., Sneha, P.
Format: Conference Proceeding
Language:English
Subjects:
Coronaviruses
COVID-19
Polymerase chain reaction
Prognosis
Viral diseases
Online Access:Get full text
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Summary:An outbreak of a unique coronavirus disease (i.e., COVID-19) has been recorded in Wuhan, China considering the fact that overdue December 2019, which ultimately has become a deadly disease across the world. Although COVID-19 is an acutely dealt with disease, it may additionally be deadly with a hazard of fatality of 4.03% in China and the best of 13.04Algeria and 12.67% in Italy (as of eighth April 2020). The onset of significant contamination may also bring about dying on account of vast alveolar harm and innovative breathing failure. Although laboratory trying out, e.g., the usage of reverse transcription polymerase chain reaction (RT-PCR), is the golden widespread for scientific prognosis, the checks may also produce fake negatives. Moreover, below the pandemic situation, a scarcity of RTPCR trying outsources may additionally put off the subsequent scientific choice and treatment. Under such circumstances, there are many methods for prognosis and analysis of COVID-19 patients. In this survey paper, various deep learning techniques for detection of COVID-19 are discussed.
ISSN:0094-243X
1551-7616
DOI:10.1063/5.0109469