Johns Hopkins Hospital, 601 N Broadway. While not really a place to visit, unless you are sick or injured, the administrative center, the Billings Building, is a beautiful work of architecture, and a principal East Baltimore landmark. Its prestige is likewise enormous, almost always named the United States' premiere hospital, and by extension, many consider it the best in the world.
