Florida Hospital Orlando. Florida Hospital Orlando can trace its roots back to 1908 when the hospital began in two-story farmhouse set up to treat the surrounding rural population. Since then, Orlando has grown and the hospital has changed with it. Florida Hospital Orlando is now the flagship facility of Florida Hospital's 22-campus network that houses more than 2,240 beds. For 2016-17, U.S. News & World Report ranked Florida Hospital No. 6 in the state and No.1 in the Orlando metropolitan area.