Stands for Mysterious Drinking Accidents, occuring after a heavy night of irresponsible drinking. One awakens the next day to find bruises, scrapes, cuts, etc. and NO recollection of how they got there.
"I have this huge bruise on my arm, but I have no idea where it came from. Must be an MDA from last nite."