A review of the COVID-19 pandemic in Bahrain has been conducted. Correlations between the parameters describing the coronavirus pandemic have been established. Partially lost data was supplemented by polynomial functions, as well as by linear approximation. The number of those who suffered and those who died from COVID-19 was predicted using SGTM neural-like structure topologies supervised mode.
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