Epidemiologists study various types of cancer, including but not limited to, lung cancer, breast cancer, prostate cancer, colorectal cancer, and skin cancer. Each type has distinct risk factors and epidemiological characteristics. For instance, lung cancer is strongly associated with smoking, while skin cancer is linked to ultraviolet radiation exposure.