The medical diagnosis is dependent on the high level abstraction developed using relevant information about clinical process and datasets. Use of high speed processor for the processing, visualization and dataset analysis is additional requirement; this provide the details of the sections required by the disease analyser. Analyser has to be aware of all the details with the computing infrastructure. Development and implementation of techniques gives detailed underlying problems, knowledge about the acquired data as: nature of data, goal of the study, and scientific or medical interest, etc.The diagnosis of the tumor are made with intense care as Do-Nothing is not the option for neurologist. The medical study about the tumors in the organ is made based on some medical techniques such as surgery or studying some medical images or signals. These signals or images consist of information for the tumors. The analysis of these data are very much tedious thing to do by manually. Every signal or image type represents the information in some or other conditions. The medical instruments allows to examine the internal appearance of the body in the form of image as MRI, fMRI, T1, T2 MRI, etc