An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department
Abstract During the coronavirus disease 2019 (COVID-19) pandemic, rapid and accurate triage of patients at the emergency department is critical to inform decision-making. We propose a data-driven approach for automatic prediction of deterioration risk using a deep neural network that learns from chest X-ray images and a gradient boosting model …