A Machine Learning Approach for Mortality Prediction in COVID-19 Pneumonia: Development and Evaluation of the Piacenza Score.
Geza HalaszMichela SpertiMatteo VillaniUmberto MichelucciPiergiuseppe AgostoniAndrea BiagiLuca RossiAndrea BottiChiara MariMarco MaccariniFilippo PuraLoris RovedaAlessia NardecchiaEmanuele MottolaMassimo NolliElisabetta SalvioniMassimo MapelliMarco Agostino DeriuDario PigaMassimo Francesco PiepoliPublished in: Journal of medical Internet research (2021)
Our findings demonstrated that a customizable machine learning-based score with a purely data-driven selection of features is feasible and effective for the prediction of mortality among patients with COVID-19 pneumonia.