Since its May 22 opening, the 22,000-square-foot Stony Brook East Hampton Emergency Department on Pantigo Place has “fundamentally changed the health care landscape,” receiving almost 5,000 visitors between the Memorial Day and Labor Day holiday weekends, a Stony Brook Southampton Hospital official said.