Radiologists are crucial in cancer diagnosis and staging. They use imaging techniques such as X-rays, CT scans, and MRIs to detect tumors and assess their extent. Pathologists examine tissue samples under a microscope to determine the type and grade of cancer, playing a vital role in confirming the diagnosis.