CT scan for lung cancer. CT scan for lung cancer. A CT scan reveals the anatomy of the lungs and surrounding tissues, which our cancer doctors use to diagnose and monitor tumor growth. If neurological symptoms are present, a CT scan of the brain may be performed to check for metastases.