 Houston was born in New York in 1913 and grew up in Great Neck on Long Island.He was educated at The Hotchkiss School and Harvard University, and he earned a Doctor of Medicine from Columbia University College of Physicians and Surgeons.Houston began climbing in the Alps with his father where they met Scottish mountaineer T. Graham Brown.