Title :
Impedance feature extraction of breast cancer and the surrounding tissues
Author :
Wang, Chao ; Li, Mingdong ; Yao, Minsi
Author_Institution :
Sch. of Electr. Eng. & Autom., Tianjin Univ., Tianjin, China
Abstract :
The parameters to distinguish breast cancer and the surrounding tissues are studied in this paper. By studying the impedance data of the 46 groups of sample, five parameters are extracted, which are projection slopes, the center coordinates of the COLE-COLE curve, the area ratio of difference curve, the fitting slope of difference curve, and the span of difference curve. During the quantitative analysis, it is found that those parameters have a good distinction effect. The distinction accuracy of area ratio to the cancer, gland and adipose is 87.5%, 94.4%, and 83.3% respectively. The distinction accuracy of the fitting slope of difference curve to the cancer, gland and adipose is 87.5%, 94.4%, and 100% respectively. The distinction accuracy of the span of difference curve to the cancer, gland and adipose is 87.5%, 94.4%, and 100% respectively.
Keywords :
bioelectric phenomena; biological organs; cancer; feature extraction; gynaecology; medical signal processing; tumours; COLE-COLE curve; adipose; area ratio; biological tissues; breast cancer; center coordinates; difference curve; distinction accuracy; fitting slope; gland; impedance feature extraction; projection slopes; Breast cancer; Breast tissue; Fitting; Frequency measurement; Glands; Impedance; bio-impedance; breast cancer; parameter; tissue distinction;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2010 3rd International Conference on
Conference_Location :
Yantai
Print_ISBN :
978-1-4244-6495-1
DOI :
10.1109/BMEI.2010.5640027