Diabetic Neurogenic Bladder Drugs and Medications: Neurogenic bladder is a possible complication of diabetes. Have a discussion with your diabetes medical provider to see which diabetes medications will help control blood sugar levels and your diabetes symptoms in order to have good bladder health.