If you can find a screen that runs off 5v then it should be easy. Are you wanting it to be a single unit? If you are then you need to consider hard wiring the screen otherwise you will have a hdmi cable just hanging around in the way.
If you find a 5v screen then any portable phone/tablet backup battery could be used to power it as they all output USB 5v