Title :
Three dimensional ultrasonic imaging for diagnosis of breast tumor
Author :
Ogawa, S. ; Itoh, K. ; Omoto, K. ; Cheng, X. ; Ohya, A. ; Akiyama, I.
Author_Institution :
Shonan Inst. of Technol., Fujisawa, Japan
Abstract :
Three dimensional ultrasonic imaging and digital processing of extraction and construction of breast tumor is proposed for the diagnosis of breast tumors. Since a malignant tumor has uneven shape and complex boundaries, it is possible to evaluate the tumor using characteristics of tumor morphology. The automated extraction of breast tumors and evaluation of the surface of tumor is a significant problem for computer aided diagnosis. The proposed system consists of commercially available ultrasonic diagnosis equipment, a magnetic sensor for location and orientation, and image processing system. The automated extraction of tumor by fuzzy reasoning uses the membership function assumed as Rician distribution function. We apply the method to 20 cases of malignant tumors and 13 cases of benign tumors. As a result we succeeded in constructing the three dimensional breast tumors and displayed the surface rendering image of the extracted tumor. The relation of three kinds of parameter to a degree of surface roughness of the extracted tumor is investigated for diagnosis
Keywords :
biomedical ultrasonics; feature extraction; fuzzy logic; image segmentation; inference mechanisms; mammography; medical expert systems; medical image processing; rendering (computer graphics); tumours; Rician distribution function; automated extraction; automatic segmentation; breast tumor diagnosis; digital processing; fuzzy logic; fuzzy reasoning; image processing system; magnetic sensor; malignant tumor; membership function; surface rendering image; three dimensional ultrasonic imaging; tumor morphology; tumor surface roughness; Breast neoplasms; Breast tumors; Image processing; Magnetic sensors; Malignant tumors; Rough surfaces; Shape; Surface morphology; Surface roughness; Ultrasonic imaging;
Conference_Titel :
Ultrasonics Symposium, 1998. Proceedings., 1998 IEEE
Conference_Location :
Sendai
Print_ISBN :
0-7803-4095-7
DOI :
10.1109/ULTSYM.1998.765271