A REVIEW OF COVID RISK ESTIMATION

Computer Science Engineering

The COVID-19 pandemic, also known as the called the Covid pandemic, is a continuous worldwide pandemic of Covid sickness 2019 (COVID-19), which is brought about by extreme intense respiratory condition Covid 2 (SARS-CoV-2). The infection was first distinguished in December 2019 in Wuhan, China. The World Health Organization pronounced a Public Health Emergency of International Concern on 30 January 2020 and later announced a pandemic on 11 March 2020. Starting on 23 June 2021, in excess of 179 million cases have been affirmed, with more than 3.88 million affirmed passing ascribed to COVID-19, making it probably the deadliest pandemic ever. The proposed system includes a set of algorithms for pre-processing the data to extract new features, handling missing values, eliminating redundant and useless data elements, and selecting the most informative features. After pre-processing the data, we use machine learning algorithms to develop a predictive model to classify the data, predict the medical condition, and calculate the probability and risk of mortality..

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