Title :
A technique to predict the time-of-arrival of a tumor response corrupted by clutter
Author :
Kurrant, Douglas J. ; Fear, Elise C.
Author_Institution :
Dept. of Elect. & Comp. Eng., Schulich School of Engineering, University of Calgary, AB, Canada, T2N 1N4
Abstract :
Radar-based microwave imaging has been proposed as a complementary modality for early stage breast cancer screening. A considerable challenge for the successful implementation of this technique is the reduction of clutter, or components of the signal originating from objects other than the tumor. To remedy problems that arise due to the breast shape, size and tissue variations, a novel technique is presented that identifies and localizes the source of a target response. The ability of the algorithm to predict the time-of-arrival of a tumor response in a signal corrupted by clutter is demonstrated.
Keywords :
Breast neoplasms; Classification algorithms; Clutter; Feature extraction; Microwave imaging; Microwave theory and techniques; Optical reflection; Radar scattering; Receiving antennas; Reflector antennas; Algorithms; Artifacts; Breast Neoplasms; Early Diagnosis; Equipment Design; Female; Humans; Image Enhancement; Image Interpretation, Computer-Assisted; Microwaves; Models, Biological; Pattern Recognition, Automated; Regression Analysis; Signal Processing, Computer-Assisted; Subtraction Technique;
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2008.4649965