Breast, uterine, and ovarian cancers are the most prevalent types of cancers among women. Malignant breast, uterine, and ovarian cancers are the prevalent diseases among women. Today, over one million women with female-related cancers are known around the world. The most prevalent malignant diseases among females are breast, uterine, and ovarian cancers. Uterine cancer is the third prevalent cancer and one death causes among female around the world. The lead of disease is seen in most countries, so that 86% of reported cases in developing countries. In 2012, 239, 000 females suffered from uterine cancer around the world, of which 152, 000 of them passed away. Iran has less incidence of breast cancer in comparison with other countries. However, it has increased in recent years in a way that breast cancer is known as the most prevalent malignancy among Iranian females. In order to also recognize high risk regions and environmental risk factor, different models of disease mapping are used. In fact, disease mapping consists of a series of statistical methods aiming to get precise estimates of incidence rates, disease prevalence and adapt them in the form of geographical maps.