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4    2021 | Spectrum | Volume 14 Number 8
        4    2020 | Spectrum | Volume 14 Number 8
                                                                                      Prediction of End-Time


                                                                                      of COVID-19 Spread in AP

                                                                                      using machine learning



                                                                                      STAFF WRITER

                                                                                        In the current pandemic
                                                                                      situation, a pertinent question is
                                                                                      an estimate of the time by which
                                                                                      virus spread could be contained
                                                                                      and normalcy would return.  In
                                                                                      this context, Prof. D. Narayana
                                                                                      Rao, Pro Vice Chancellor,     Dr sowmyajyoti biswas
                                                                                      SRM University – AP initiated
                                                                                      the study. Dr. Soumyajyoti
                                                                                      Biswas of SRM University AP,
                                                                                      along with 4 B.Tech Students
                                                                                      have carried out an interesting
                                                                                      study to predict the end time of
                                                                                      COVID-19 spread in the state
                                                                                      of Andhra Pradesh.  The study     Sai Krishna
        SRM Hospital opens COVID                                                      employed Susceptible – Infected
                                                                                      – Recovered (SIR) Model, making
                                                                                      use of the information on the
        Care Centre with 200 beds                                                     COVID-19 affected people and
                                                                                      the recovered number of people,
                                                                                      which the Government of AP
                                                                                      makes it available through
        STAFF WRITER                                                                  the control command center.
                                                                                      SRM Team made use of this
          SRM Medical College Hospital                                                data, employed SIR Model and    Hanesh Koganti
        and Research Centre (SRM                                                      applied the methods of Machine
        MCH&RC), Kattankulathur has                                                   Learning.  Study reveals that
        set up a COVID Care Centre                                                    by July 15th 2021, the rate of
        with 200 bed capacity in the                                                  infection in AP will be below
        campus. Out of this 200 bed                                                   100 per day.
        facility, 100 beds will be for                                                  With the assumption that the
        allopathic treatment.                                                         decay rate of infection is same
          The 200 bed facilty was                                                     as the growth rate, the model    Suhas Reddy
        inaugurated by Pro-Vice                                                       predicts that the number of
        Chancellor, Medical & Health                                                  infected people could be 10,000
        Sciences, SRM MCH&RC Prof.                                                    (May 21), 15,000 (May 30),
        Lt. Col. Dr. A. Ravikumar, Also                                               1000 (June 14), 500 (June 23)
        present were SRM Institute                                                    and 100 (July 15)
        of Science and Technology’s                                                     The above report has been
        Registrar (Interim) Dr. S.                                                    submitted to the Special Chief
        Ponnusamy, Medical (Dean)                                                     Secretary to the Hon’ble Chief
        Dr. A. Sundaram and Dental   Ministry of AYUSH, Govt.of  supported this initiative. of India   Minister of Andhra Pradesh.  Anvesh Reddy
        (Dean) Dr. Vivek among others.  India and Govt. of Tamil Nadu.  and Govt. of Tamil Nadu. The
                                  The proposed COVID Care  proposed COVID Care Centre
          As per the Govt. guidelines   Centre has sufficient facilities  has sufficient facilities to cater   Dr. Soumyajyoti Biswas of
        and AIIMS, Delhi guidelines,   to cater to the needs of these  to the needs of these patients.
        only patients with moderately   patients. We also have sufficient  We also have sufficient Medical,   SRM University AP, along
        severe disease are admitted to   Medical, Nursing, Para-medical  Nursing, Para-medical and   with 4 B.Tech Students have
        the hospital. However, a large   and Support staff to run the  Support staff to run the centre
        number of COVID patients   centre as per accepted standard  as per accepted standard of care.  carried out an interesting
        are having mild symptoms or   of care.
        remain asymptomatic. They                             The proposed COVID Care   study to predict the end time of
        need assisted care for up to a   The proposed COVID Care  Centre has sufficient facilities   COVID-19 spread in the state
        week under supervised Medical   Centre has sufficient facilities  to cater to the needs of these
        and Nursing professionals. SRM   to cater to the needs of these  patients. We also have sufficient   of Andhra Pradesh. The study
        MCH&RC receives 150 to    patients. We also have sufficient  Medical, Nursing, Para-medical
        170 patients daily in the Fever  Medical, Nursing, Para-medical  and Support staff to run the   employed Susceptible – Infected
        Clinic. Out of this, about 30 get  and Support staff to run the  centre as per accepted standard
        admitted to the hospital. Of the  centre as per accepted standard  of care.     – Recovered (SIR) Model,
        remaining patients with mild  of care.                The Management under the   making use of the information
        symptoms some held rest and   The Management under the  able guidance of SRM Group of
        special care due to the extreme   able guidance of SRM Group of  Institution Founder Chancellor,   on the COVID-19 affected
        malaise isolated with the disease.  Institution Founder Chancellor,  Dr. T. R. Paarivendhar, MP and   people and the recovered
          In order to cater to this group  Dr. T. R. Paarivendhar, MP and  Pro-Chancellor (Academics),
        of patients, SRM MCH&RC  Pro-Chancellor (Academics),  Dr. P. Sathyanarayanan have   number of people...
        has set up a 200 bed capacityof  Dr. P. Sathyanarayanan have  supported this initiative.
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