On a Pokemon rom, how do I continue playing after beating the Elite 4?

After beating the Elite 4, the game will roll the credits, then when I go to play again, I can only load on old saved game or start again. Instead, I want to continue with my game and get the National Dex, visit the new islands etc. Is there anyway I can do that?