Machine Learning-Based COVID-19 Patients Triage Algorithm using Patient-Generated Health Data from Nationwide Multicenter Database

A model that can immediately measure the severity of an epidemic would be of great help to the medical system. In this paper, we will use machine learning to create and analyze a model that can immediately measure the severity of SARS-CoV-2 patients. Since our model uses nationwide dataset that consists of basic personal information of patients, it is of great significance for the patient to be able to check their own severity. Moreover, based on the predicted severity score, we use our model to inform the patients to visit the appropriate clinic center.