I had a tip previously to put a red flag up on your desk. Send an email out to tell people that when the red flag is on your desk it indicates you are under pressure to meet a deadline.
Alternatively, I have put messages on the dry erase board by my head saying, please do not disturb me this morning unless emergency - under deadline! I just point to it when people come up.

Marie