An automated and easy to use software which uses feature extraction and shallow learning to accurately differentiate between patients that have COVID-19 and those with diseases having similar symptoms, by analyzing their chest x-rays. This provides easily interpretable outputs which aid in the diagnosis of COVID-19 and can potentially reduce the amount of unnecessary tests administered, saving time, money, and lives.

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