Breast cancer is the most common cancer among women in Asia. In a few countries in South East Region, it is only second behind cancer of the uterine cervix. More than 1.2 million women are diagnosed with breast cancer annually worldwide. Early detection with extensive screening and modern therapy has great potential to reduce mortality from this disease. Digital Mammography is the gold standard for early detection of breast cancer. It can reduce the mortality of breast cancer by 45% in women above the age of 50 years who have been screened. Digital mammography is a convenient and easy tool in classifying tumors, and many applications in the literature proved its effectiveness in breast cancer diagnosis