Exercise can cause certain hemorrhages. The severity and dangers associated with the hemorrhage depends on the type of hemorrhage you are experiencing. Strenuous exercise places significant strain on your body that, though uncommon, can result in your blood vessels bursting, causing a hemorrhage.