Three people have been removed from the rubble, including a child, police say. Three other buildings were also damaged in Monday evening's explosion.
Belgium has been on high alert since suicide bombings in Brussels in 2016.
Belgian police said on Twitter (in Flemish) that 10 to 20 people were hurt in the explosion.
More about: #Belgium