Prediction of Disease Outbreak During Pandemic using Deep Learning

Abstract

One of the most significant virus outbreaks in human history has recently been observed. newlineViral ailments are usually producing huge trouble in any country. In recent years, the globe newlinehas experienced a number of viral pandemics, including the Middle East Respiratory newlineSyndrome Coronavirus (MERS-CoV) in 2012 andamp; the Severe Acute Respiratory Syndrome newlineCoronavirus (SARS-CoV) in 2003. Coronavirus outbreak currently underway was discovered newlinein December 2019 (Zhu et al., 2020). The first instance of coronavirus (COVID-19) was newlinefound in China, andamp; after that, it spread very swiftly in other nations. On 11-02-2020, the newlineWorld Health Organisation (WHO) designated this epidemic as a Public Health Emergency newlineof International Concern (PHEIC). On May 14, 120 countries had COVID-19 cases, andamp; almost newline10,000 people had died (Stoecklin et al., 2020). newlineA global pandemic has been proclaimed for COVID-19. In order to assist combat this deadly newlinevirus, the researchers are developing a number of initiatives andamp; models utilising real-time newlinedata. The viruses that cause the plague andamp; smallpox were a major cause of early pandemics. newlineSince then, smallpox has been eliminated, andamp; bubonic plague is not common (Stoecklin et al., newline2020). Flu virus strains are now the main cause of pandemics. Some professionals believe newlinethey will spread more widely. They achieve remarkable success due to influenza viruses newlinechange too quickly for medical science to keep up with them. New flu vaccines are developed newlineeach year, although the prevailing flu strain may switch multiple times over the season (Lauer newlineet al., 2020). We have seen how rapidly influenza can turn into a more contagious illness with newlineCOVID-19. For instance, the initial Alpha strain, which surfaced in late 2019, is considered newlineto be 70% less contagious than the Delta variety. newlineThe SARS-CoV andamp; MERS-CoV families include the new COVID-19 virus. It displays newlinesymptoms of a little cold, including trouble breathing, a dry cough, fatigue, andamp; fever. The newlineworld is working very hard to combat andamp; eradicate