The development of depression after a stroke is a serious condition that can have negative effects on thought, emotions, and overall daily functioning, particularly in the first year following the stroke. Evidence suggests that antidepressants may be used to prevent post-stroke depression. This study will treat nondepressed stroke patients with antidepressants or problem solving therapy (PST) to determine the most effective treatments for preventing depression.