CT scans and X-rays are used at different stages of cancer management. X-rays are often used as an initial screening tool for various types of cancer, such as lung cancer. CT scans are more detailed and are used for diagnosing the extent of the disease, guiding biopsies, planning treatment, and monitoring the effectiveness of ongoing therapy.