Keep Your Score After Losing All Of Your Lives In Single Player Story Mode:

After getting the game over screen, DO NOT continue. Instead let the game take you back to the main menu and then choose "Continue Game". You'll start at the beginning of the level that you died on, along with the points that you had when you entered the stage.

Note: This doesn't work on stage 1.