Run it with & afterwards
ie, ./script &
And you can direct all output away from yourself like so:
./script &> /dev/null &
Note that you'll have to exit the terminal with "exit". I find that my script dies if I click the close button in the WM.
EDIT: Just re-read the post. Are you talking about a graphical app here that you don't want to be seen?