DocumentCode
546804
Title
Evaluation of the mono-static microwave radar algorithms for breast imaging
Author
Kirshin, Evgeny ; Zhu, Guangran K. ; Popovich, Milica ; Coates, Mark
Author_Institution
Dept. of Electr. & Comput. Eng., McGill Univ., Montréal, QC, Canada
fYear
2011
fDate
11-15 April 2011
Firstpage
881
Lastpage
885
Abstract
Microwave radar imaging for breast cancer detection is one promising technique to replace/supplement X-ray mammography and MRI. Previously developed imaging algorithms have been applied to the signals generated from breast models comprising large dielectric contrast and relatively homogeneous tissue. This study investigates five imaging algorithms applied to the signals generated from more realistic models. The signals were generated from the finite-difference time-domain simulations of the microwave interaction with breast models. We find that, under a good estimate of the average dielectric properties of the tissue and tumour, the generalized likelihood ratio test algorithm is capable of detecting tumours, in the sense of a good signal-to-interference-and-noise ratio in the presence of reduced dielectric contrast and increased tissue heterogeneity. This establishes the motivation to estimate the average tissue properties and extend the algorithm to handle multi-static signals for microwave breast imaging.
Keywords
cancer; finite difference time-domain analysis; medical image processing; microwave imaging; radar imaging; tumours; MRI; X-ray mammography; breast cancer detection; breast imaging; finite-difference time-domain simulations; generalized likelihood ratio test algorithm; microwave radar imaging; monostatic microwave radar algorithms; signal-to-interference-and-noise ratio; tissue heterogeneity; tumour detection; Breast; Dielectrics; Measurement; Microwave imaging; Microwave theory and techniques; Tumors;
fLanguage
English
Publisher
ieee
Conference_Titel
Antennas and Propagation (EUCAP), Proceedings of the 5th European Conference on
Conference_Location
Rome
Print_ISBN
978-1-4577-0250-1
Type
conf
Filename
5782580
Link To Document