Data collection
From February 4, 2020 to April 10, 2020, a total of 3,046 COVID-19 patients’ data was collected from Wuhan Huoshenshan Hospital in China. The extracted information from electronic medical records included clinical diagnosis, viral RNA load, chest CT imaging, and laboratory indicators. This study was approved by the hospital ethics committee, and the written informed consent was provided by every patient enrolled.