Technically, no; women who have their ovaries removed cannot get ovarian cancer. There is a rare type of cancer called primary peritoneal carcinoma – a close relative to ovarian cancer that can develop without the ovaries. The treatment for primary peritoneal cancer is the same as that for ovarian cancer.