The three, two showing no symptoms, were among 206 people brought back on Wednesday from Wuhan, the city at the centre of the deadly outbreak of the pneumonia-causing virus.
A further 210 Japanese were flown back home on Thursday on a second government-chartered flight, with some displaying symptoms such as coughs, according to the health ministry.