Russell Johnson tried out for the role of Dr. Ben Casey, but wasn't chosen. He next auditioned for the part of "The Professor" on Gilligan's Island (1964) and got it.
Ben Casey was based on a real-life neurosurgeon, Dr. Allan 'Max' Warner. Dr. Warner later changed his specialty to psychiatry because he believed that his association with the show prevented him from being a board certified neurologist.