Medical imaging technique is most typically accustomed visualize the inner structure and function of the body. Resonance Imaging make available much better contrast between the different soft tissues of the body than computerized tomography (CT) will, creating it in particular useful in neurologic ( brain), musculoskeletal, cardio-vascular, & oncologic (cancer) imaging. Textures options of MRI Images are provided. The analyses of both the normal and abnormal images are done. The ranges of both the categories of images are calculated then the comparison is performed between them. So, to find out the abnormality is present or not in the image, its texture features are compared and therefore the feature lying exterior the range finally detects the abnormality in the biomedical image.