Comprehensive Performance Study of Existing Techniques in Brain Magnetic Resonance Imaging for Tumor Detection

Abstract

The Magnetic Resonance Imaging techniques has been proved to be a powerful tool in the field of medicine. Detection of the presence of tumor on time is important for treatment planning. Brain Magnetic resonance Imaging is fragmented in four consequent phases applied on captured image namely; Pre-processing, segmentation, feature Extraction, Approximate reasoning and classification. We have studied various techniques in Brain Magnetic resonance imaging for a tumor detection. Now present the analysis of performance of existing techniques in Brain Magnetic resonance imaging for a tumor detection. Our study is presented on the basis of various techniques used in tumor detection and includes the strength and the scope of improvements for each technique. These observations will be highly useful to the researchers putting efforts in the domain of detection of tumor for improving the accuracy rate particularly.