Stenhouse attended Westerly High School, where he was captain of the school's basketball team; he was named Rhode Island athlete of the year after the 1950–51 season.
Stenhouse attended Westerly High School and was the team leader for the school's basketball team; he earned the recognition of being Rhode Island's top athlete after the 1950-51 season.