Fast edge extraction for ultrasound image of breast tumor based on fuzzy number.
- Author:
Yunfei ZHU
1
;
Tianfu WANG
;
Jingli LIN
;
Deyu LI
;
Yulan PENG
;
Yan LUO
Author Information
1. Biomedical Engineering Center, Sichuan University, Chengdu 610065, China.
- Publication Type:Journal Article
- MeSH:
Breast Neoplasms;
diagnostic imaging;
Female;
Fuzzy Logic;
Humans;
Ultrasonography, Mammary;
methods
- From:
Journal of Biomedical Engineering
2006;23(3):488-491
- CountryChina
- Language:Chinese
-
Abstract:
An accurate edge extraction method for the ultrasound breast tumor image is useful for classifying tumors as benign or malignant. This paper refers to a fast technique to extract edge of breast tumor from ultrasound image. This method uses the triangular fuzzy number to build up a fuzzy number plane whose basic unit is the marching square. It is possible to visualize at once the results obtained using different presumption levels. Experiments of benign and malignant breast tumor in ultrasound images have shown that our method can extract the breast tumor edge faster than many conventional methods can do separately, and the results are reliable and credible. Our experiments demonstrate that it can be efficiently used to extract the edge of breast tumor from the ultrasound image.
