Finding the true cause of pain depends entirely on the nature of the pain. Some pain is simple for a physician to identify, for example, a severed disc in a patient’s back will point to an obvious cause. However, other types of pain require a battery of tests, such as blood tests, X-rays, CT scans, biopsies, nerve function tests, and others.