Yes, you can. But to me, the invitation includes the piece of paper or stationery that the wording was printed on, so saying "invitation card" is like saying "shopping list paper," in this context.
What you've said is fine, but it's a lot wordier. I prefer brevity when the intention is to simply communicate and not to entertain, etc.