Carly Patterson won the Olympic all-around title in 2004, becoming only the second American woman to win. (In 1984, Mary Lou Retton was the first, and in 2008, Nastia Liukin became the third.)

The Stand-Out Junior:

Patterson was a big talent from an early age: she made the junior national team in 2000 at age 12, the youngest gymnast...