In Wuhan, China, the first case of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) was reported on December 8, 2019. The patient’s symptoms included fever, coughing and breathing difficulties. According to the sixth China version of 2019 coronavirus disease (COVID-19) diagnostic criteria, some patients with COVID-19 may present atypical symptoms and have negative nucleic acid tests (NATs), possibly leading to misdiagnosis and viral transmission.Our patient was a 29-year-old woman who complained of a three-day history of nasal obstruction, and no fever, coughing or breathing difficulties were noted. Physical examination revealed no obvious signs of pneumonia. On January 16, 2020, the patient flew from Wuhan to Germany for a business trip and returned to Shanghai on January 28, a passenger on her flight was tested positive for SARS-CoV-2 later. Although two consecutive NATs performed at an interval of 24 h were negative, considering her direct contact with a SARS-CoV-2-infected individual, a 64-slice computed tomography (CT) scan showed a few scattered ground-glass nodules in the left lung, suggesting possible viral pneumonia. Given the clinical characteristics, epidemiological records, CT findings and a third positive NAT, our patient was diagnosed with COVID-19.The combination of history of epidemiology, clinical symptom, lung CT scan and routine blood test will improve the clinical diagnosis of asymptomatic COVID-19, but the early diagnosis of COVID-19 can be confirmed only by the repeated NATs.