Automated Detection and Quantification of COVID-19 Airspace Disease on Chest Radiographs

Abstract

Our CNN trained with DRR using CT-derived airspace quantification achieved expert radiologist level of accuracy in the quantification of AD on CXR in patients with positive reverse transcriptase-polymerase chain reaction test results for COVID-19.