Development, evaluation, and validation of machine learning models for COVID-19 detection based on routine blood tests

Abstract

ML can be applied to blood tests as both an adjunct and alternative method to rRT-PCR for the fast and cost-effective identification of COVID-19-positive patients. This is especially useful in developing countries, or in countries facing an increase in contagions.