If these measures do not yield results, then surgery is conducted for the removal of neuroma. Doctors first try to treat bunions with non-surgical treatment. It involves painkillers, wearing of comfortable shoes, and use of shoe inserts. If these treatments fail, then the bony bump is removed by surgical means.