DocumentCode :
1715233
Title :
Feasibility study of tumor morphology classification via contrast-enhanced UWB breast imaging — A pole-zero analysis
Author :
Ahmad, S.W. ; Chen, Y.
Author_Institution :
Newcastle Univ., Newcastle upon Tyne, UK
fYear :
2012
Firstpage :
317
Lastpage :
320
Abstract :
Classifying lesions by ultra-wideband (UWB) microwave imaging is challenged by the possibly low contrast in the dielectric properties of tumors and healthy breast tissues. One possible solution to this problem is to use a microwave contrast agent such as microbubbles to acquire the differential backscatter response before and after administration of the contrast medium. This eliminates the clutter interference caused by dense tissue heterogeneities. In this paper, we study a contrast-agent-aided imaging method for lesion morphology classification by analyzing the received signals in the complex domain. A finite-difference time-domain (FDTD) numerical phantom is employed to simulate electromagnetic wave propagation inside the breast and extract the reflected waveforms with and without a contrast agent in the tumor site. The complex-domain transfer function of the differential response is then used to draw the pole-zero plots (PZPs), whose patterns are dependent on the lesion morphologies. The analysis is of potential use for discrimination between benign and malignant masses, where the former usually possesses a better-defined shape as opposed to the latter.
Keywords :
bioelectric phenomena; bubbles; cancer; electromagnetic wave propagation; finite difference time-domain analysis; image classification; image enhancement; mammography; medical image processing; microwave imaging; phantoms; transfer functions; tumours; waveform analysis; FDTD method; MRI; benign masses; complex-domain transfer function; contrast medium administration; contrast-agent-aided imaging method; contrast-enhanced UWB breast imaging; dense tissue heterogeneity; dielectric properties; differential backscatter response; electromagnetic wave propagation; feasibility study; feature extraction; finite-difference time-domain numerical phantom; healthy breast tissues; lesion morphology classification; malignant masses; microbubbles; microwave contrast agent; pole-zero analysis; received signal analysis; reflected waveforms; tumor morphology classification; ultrawideband microwave imaging; Breast; Cancer; Lesions; Microwave imaging; Microwave theory and techniques;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electromagnetics in Advanced Applications (ICEAA), 2012 International Conference on
Conference_Location :
Cape Town
Print_ISBN :
978-1-4673-0333-0
Type :
conf
DOI :
10.1109/ICEAA.2012.6328641
Filename :
6328641
Link To Document :
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