https://scholars.lib.ntu.edu.tw/handle/123456789/489613
標題: | Automatic Tumor Diagnosis for Breast Ultrasound Using 3D Sub-volume Registration. | 作者: | Chen, Chii-Jen RUEY-FENG CHANG Chen, Dar-Ren |
公開日期: | 2009 | 起(迄)頁: | 61-68 | 來源出版物: | Ninth IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2009, June 22-24, 2009, Taichung, Taiwan | 摘要: | Breast cancer is one of the most common cancers among women. Early detection and treatment of breast cancer can effectively prohibit its progress and decrease mortality rate. Recently, ultrasound imaging plays an important role in the field of breast cancer diagnosis because of its convenience and non-invasive. With the help of computer-aided diagnosis (CAD) system, the characteristics of tumor can be detected and provided to physicians as a critical reference. Because the shape of a tumor may be altered due to the stress caused by the ultrasound probe, the proposed sub-volume registration method can be utilized to analyze the variation of tumor between pre- and post-compression. Then, we can determine whether the tumor is benign or not with several statistical materials. The experimental results will show that this proposed model can efficaciously detect the tumors and support the clinical diagnoses. ? 2009 IEEE. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/489613 | DOI: | 10.1109/BIBE.2009.17 | SDG/關鍵字: | Breast Cancer; Breast cancer diagnosis; Breast ultrasound; Clinical diagnosis; Early detection; Mortality rate; Non-invasive; Tumor diagnosis; Ultrasound imaging; Ultrasound probes; Volume registration; Acoustic waves; Bioinformatics; Three dimensional; Tumors; Ultrasonic applications; Ultrasonic imaging; Ultrasonics; Computer aided diagnosis |
顯示於: | 資訊工程學系 |
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