Any research need foreground information for analysing to proceed further. To design and develop CAD one has to study the manual procedures and subject specific areas. This research is revolved around primary bone cancer. But it is acknowledged that minimal research is carried out in bone cancer domain. Reason is limited availability of data sources and digital technology initiative. Moreover, it is hard to discover plenty of features present in bone cancer. But today, bone cancer is very common and enforced to embrace research in this area. Hence, it is significant and this proposed research work is an attempt for the burning health issue. There are different methods, techniques and processes involved to discover suitable remedies. As a consequence of this study, the best accurate result was obtained when compared to all other previous work carried out.