A method of making an electrical stimulation lead includes attaching segmented electrodes to an interior of a ring in a circumferentially spaced-apart arrangement; attaching a conductor wire to each of the segmented electrodes; coupling the ring with the segmented electrodes to a lead body; and, after coupling to the lead body, removing at least those portions of the ring between the segmented electrodes to separate the plurality of segmented electrodes from each other.