Cut the top and bottom off of each orange. Stand the orange on 1 end on a cutting board and, following the curve of the fruit, cut away the skin and pith of the orange.
Cut each orange section out of its pith.
In a medium bowl toss together the orange sections, onion, radishes, and mint leaves.