Cancer diagnosis often involves a combination of imaging techniques and tissue biopsies. Imaging methods like X-rays, CT scans, and MRIs help visualize abnormalities in tissues. A biopsy involves taking a small tissue sample from the suspected area and examining it under a microscope. Pathologists look for characteristic features of cancer cells, such as abnormal shape and size, irregular nuclei, and patterns of cell division.