Title :
Fusing microwave radar and microwave-induced thermoacoustics for breast cancer detection
Author :
Kirshin, Evgeny ; Oreshkin, Borislav ; Zhu, K.G. ; Popovic, M. ; Coates, Mark
Author_Institution :
Dept. of Electr. & Comput. Eng., McGill Univ., Montreal, QC, Canada
fDate :
March 30 2011-April 2 2011
Abstract :
Microwave-based techniques for breast tumour detection rely on the inherent electrical difference between malign and healthy tissue in the microwave range. Microwave-radar and microwave-induced thermoacoustic methods both struggle when the dielectric contrast between the tumorous and background tissues is relatively small. In this work, we propose a detection technique that uses a hypothesis testing framework to fuse the information provided by these two sensor modalities and hence provide more reliable detection results in low-contrast, high-clutter environments when compared to the results that either of the techniques would provide alone.
Keywords :
bioelectric phenomena; biological organs; biological tissues; biomedical MRI; biomedical equipment; cancer; gynaecology; microwave devices; microwave imaging; thermoacoustics; tumours; breast cancer detection; dielectric contrast; fusing microwave radar; high-clutter environments; hypothesis testing framework; inherent electrical difference; malign tissue; microwave range; microwave-based techniques; microwave-induced thermoacoustic method; sensor modalities; Breast; Electromagnetic heating; Microwave imaging; Microwave measurements; Microwave theory and techniques; Noise; Tumors; Microwave imaging; UWB; breast cancer detection; hypotheses testing; sensor fusion;
Conference_Titel :
Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-4127-3
Electronic_ISBN :
1945-7928
DOI :
10.1109/ISBI.2011.5872367