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    Deep Learning Approach for Analysis and Characterization of COVID-19

    Indrajeet Kumar1, Sultan S. Alshamrani2, Abhishek Kumar3, Jyoti Rawat4, Kamred Udham Singh1, Mamoon Rashid5,*, Ahmed Saeed AlGhamdi6

    CMC-Computers, Materials & Continua, Vol.70, No.1, pp. 451-468, 2022, DOI:10.32604/cmc.2022.019443

    Abstract Early diagnosis of a pandemic disease like COVID-19 can help deal with a dire situation and help radiologists and other experts manage human resources more effectively. In a recent pandemic, laboratories perform diagnostics manually, which requires a lot of time and expertise of the laboratorial technicians to yield accurate results. Moreover, the cost of kits is high, and well-equipped labs are needed to perform this test. Therefore, other means of diagnosis is highly desirable. Radiography is one of the existing methods that finds its use in the diagnosis of COVID-19. The radiography observes change in Computed Tomography (CT) chest images… More >

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