Joey Crabb scored twice while Brett Sterling added a goal for Atlanta, which blew a 3-1 lead before winning in overtime.
Matthew Spiller had two goals while Freddy Meyer also scored for the Islanders.
Johan Hedberg made 25 saves for the Thrashers.
Joey MacDonald stopped 30 shots for the Islanders.