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Shedding of infectious coronavirus disease (COVID-19) is affecting 215 countries and territories;quickly circulates continuously in worldwide The vital scientific communities are rigorously looking at these public health challenges, global crisis and finding new ways to deal with this pandemic disease Currently, there is no specific effective approved drug or vaccine available in the market to treat or prevent COVID-19 Thus, there is an urgent need for more and better research to boost up the development of effective therapeutic vaccines and drugs against this virus Numerous solidarity clinical trial studies, high-level effort and investigations are underway The repurposing drugs such as chloroquine and its derivatives, remdesivir, favipiravir, darunavir, umifenovir, nitazoxanide and thalidomide are being used globally for clinical trial studies to test their safety and efficacy in this pandemic virus treatment, some of which are already being tested in COVID-19 patients The computational intelligence methods including machine learning has been useful in computer-aided drug design and drug repurposing This chapter focus on strengthening the current understanding of the selected number of repurposing antivirals, antiretroviral, antimalarial, and anti-inflammatory drugs that can fight with COVID-19 infection Further, we look forward to an insightful piece of drug compounds that can be used either individually or in combination © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd
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