%0 Journal Article %A M.Suganthi and M.Madheswaran %D 2010 %J International Journal of Biomedical and Biological Engineering %B World Academy of Science, Engineering and Technology %I Open Science Index 40, 2010 %T A Novel Approach towards Segmentation of Breast Tumors from Screening Mammograms for Efficient Decision Support System %U https://publications.waset.org/pdf/3741 %V 40 %X This paper presents a novel approach to finding a priori interesting regions in mammograms. In order to delineate those regions of interest (ROI-s) in mammograms, which appear to be prominent, a topographic representation called the iso-level contour map consisting of iso-level contours at multiple intensity levels and region segmentation based-thresholding have been proposed. The simulation results indicate that the computed boundary gives the detection rate of 99.5% accuracy. %P 151 - 156