Breast lesion classification using ultrawideband early time breast lesion response
Teo, Jianqi, Chen, Yifan, Soh, Cheong Boon, Gunawan, E., Low, Kay Soon, Putti, T.C. and Wang, Shih-Chang (2010) Breast lesion classification using ultrawideband early time breast lesion response. IEEE Transactions on Antennas and Propagation, 58 (8). pp. 2604-2613. ISSN 0018 926XFull text not available from this repository.
Breast lesion characterization for discriminating between localized malignant and benign lesions is important as the current breast screening techniques do not have the required specificity to be clinically acceptable. A method using ultrawideband (UWB) microwave imaging system for such classification is proposed in this paper. The early time portion of the backscatter breast response is processed for lesion discrimination. This method provides a high resolution since the early time lesion response has the largest signal strength. A correlator is used at the receiver to extract the early response and to quantify the degree of ruggedness of a lesion through several key parameters associated with the correlation operation. Subsequently, a large scale simulation study using a two-dimensional (2D) numerical breast model with an antenna array is used for the development of a lesion classification technique. It is shown that the lesion classification method is capable of discriminating between lesions with different morphologies.
|Additional Information:||Editor-in-Chief, Michael A. Jensen|
|Uncontrolled Keywords:||breast lesion, localized malignant lesion, benign lesion, ultrawideband (UWB), backscatter breast response, simulation study, two-dimensional (2D) numerical breast model, antenna array|
|Subjects:||R Medicine > R Medicine (General)|
R Medicine > RA Public aspects of medicine > RA0421 Public health. Hygiene. Preventive Medicine
R Medicine > RB Pathology
R Medicine > RC Internal medicine > RC0254 Neoplasms. Tumors. Oncology (including Cancer)
|School / Department / Research Groups:||School of Engineering|
|Last Modified:||01 Mar 2012 09:27|
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