A recent article implemented and evaluated different models including artificial neural networks (ANN), decision trees (DT), partial least squares discriminant analysis (PLS-DA), and K nearest neighbour algorithm (KNN) to predict COVID-19′ positivity and severity based on patients’ laboratory tests results. Take a look on the results in Comput Biol Med 2021 May 29;134:104531.