Title :
A new method for the detection of microcalcifications in mammograms
Author :
Sahba, Farhang ; Venetsanopoulos, Anastasios
Author_Institution :
Dept. of Electr. & Comput. Eng., Ryerson Univ., Toronto, ON, Canada
Abstract :
The presence of microcalcifications clusters, which appear as small bright spots in mammographic images, can be considered as a very important sign for breast cancer diagnosis. They can, however, be hard to detect due to their size and low contrast from surrounding normal tissue. In this paper, a new fuzzy-based method is presented to provide an appropriate segmentation of microcalcifications. This approach consists of five major steps. In these steps, the selection of appropriate parameters for the required operations is performed based on the specific image characteristics. The experimental results show that this method can detect microcalcifications in a fast manner and give attractive performances compared to some other approaches.
Keywords :
cancer; diagnostic radiography; image segmentation; mammography; medical image processing; breast cancer diagnosis; fuzzy-based method; image segmentation; mammographic images; microcalcifications; radiology; Breast cancer; Cancer detection; Entropy; Feature extraction; Gas detectors; Image segmentation; Information technology; Lesions; Mammography; Medical treatment; Breast Cancer; Diagnosis Systems; Mammography; Segmentation; microcalcifications;
Conference_Titel :
Information Technology and Applications in Biomedicine, 2009. ITAB 2009. 9th International Conference on
Conference_Location :
Larnaca
Print_ISBN :
978-1-4244-5379-5
Electronic_ISBN :
978-1-4244-5379-5
DOI :
10.1109/ITAB.2009.5394391