Welcome to the 21st Century
The dollar is so 20th Century, people want Euros now. Plan to change your currency.
You may be able to use $ in Itaewon and other super-touristy areas but as noted above you probably won't get a good rate.
Korea is a great country, I'm on my way there right now. Have a good time on your trip!