The invention relates to an oxygenator for gas exchange in the bloodstream, comprising a housing, a first interior chamber for blood arranged in the housing, a second interior chamber for gas arranged in the housing, and a membrane separating the interior chambers. According to the invention, the membrane has a silicone layer and a reinforcing structure reinforcing the silicone layer.