Does that means I need to uninstall the game and then reinstall?
No not at all.
When you first launch the game, you will see a button that says REGION/LANGUAGE
Click it and select US/EN (for US servers and English ) > Click OK > wait for it to reset.
Then launch game as you normally would, log in and it will show US servers listed.