As you can see from the two definitions of the phrases, an oxygen mask is a mask that patients wear over their nose and their mouth so that oxygen can be supplied to them from a storage tank. Whereas, for a nebulizer mask, it is used to open up the airways in the lungs when asthmatic occurs.