In our study, few patients initially negative for SARS-CoV-2 nucleic acid test had bilateral ground glass opacities in chest CT scans. After a few days, patients converted to positive for SARS-CoV-2 nucleic acid test by real-time PCR. This points out that patient’s history, clinical manifestations, imaging characteristics, and laboratory tests are all important elements in the diagnosis of the disease.