The current medical field is improved in many ways by accessing the applications of the technology. Digital image processing is one of them that being fascinating for researchers as well as for doctors such as ultrasound images and others. Due to various reasons, the diseases are growing rapidly, Cancer is one of them. Basically, cancer is a disease in which the blood cells grow uncontrollably and abnormal that causes diseases. Ovarian cancer is the most occurred form of the disease in females and every year the majority of females are survived from it. The cancer is produced in the ovaries and spread in the other parts of the body. The detection and diagnosis are crucial in the early stages because of the diagnosis become harder at the last stages. In the research, a deep representation of ovarian cancer is described as its generating process, signs and symptoms and the major causes of ovarian cancer. There are also descriptions of various diagnosis techniques that helped to discover the cancer cells and treatment of the patient.